{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "3a77cba3-3cc1-41f4-8555-8e05bfe92244",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "This code illustrates the inconsistencies of using circular home districts\n",
      "In this code, we use the term 'tract' generically to refer the base building block, usually vtd's\n"
     ]
    }
   ],
   "source": [
    "#  This code illustrates the inconsistencies of using circular home districts\n",
    "print(\"This code illustrates the inconsistencies of using circular home districts\") #Jul'24\n",
    "print(\"In this code, we use the term 'tract' generically to refer the base building block, usually vtd's\")\n",
    "import shapely\n",
    "from shapely.geometry import Point, LineString, Polygon\n",
    "from shapely.ops import nearest_points, transform\n",
    "from shapely.affinity import translate, scale\n",
    "import geopandas as gpd\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from numpy import random\n",
    "from scipy.stats import norm\n",
    "from scipy.optimize import minimize, minimize_scalar\n",
    "import math\n",
    "import time\n",
    "import ast\n",
    "# from HDmethods import *   #I want to implement this, but my HDmethods require shapely functions\n",
    "# see https://stackoverflow.com/questions/66877728/proper-way-to-use-import-when-calling-external-function for a future workaround\n",
    "\n",
    "dummyPoly = Polygon([(0,0),(0,1),(1,1)])\n",
    "#handy function for plotting Polygon or multiPolygon tracts and precincts\n",
    "def plotPoly(inputPoly,LW=1):\n",
    "    dummyPoly = Polygon([(0,0),(0,1),(1,1)])\n",
    "    if inputPoly.geom_type == dummyPoly.geom_type:\n",
    "        x,y = inputPoly.exterior.xy\n",
    "        plt.plot(x,y,lw=LW)\n",
    "    else:\n",
    "        for geom in inputPoly.geoms:\n",
    "            if geom.area > 0:  #to avoid error with LineString geom parts\n",
    "                x,y = geom.exterior.xy\n",
    "                plt.plot(x,y,lw=LW)  \n",
    "def plotCenter(t,geom,FONTSIZE=10):\n",
    "    plt.text(geom.centroid.x,geom.centroid.y,t,ha='center',fontsize=FONTSIZE)\n",
    "\n",
    "def plotPolyColorWidth(inputPoly,COLOR, WIDTH):\n",
    "    dummyPoly = Polygon([(0,0),(0,1),(1,1)])\n",
    "    if inputPoly.geom_type == dummyPoly.geom_type:\n",
    "        x,y = inputPoly.exterior.xy\n",
    "        plt.plot(x,y,color=COLOR, lw=WIDTH)\n",
    "    else:\n",
    "        for geom in inputPoly.geoms:\n",
    "            if geom.area > 0:  #to avoid error with LineString geom parts\n",
    "                x,y = geom.exterior.xy\n",
    "                plt.plot(x,y,color=COLOR, lw=WIDTH)\n",
    "\n",
    "def fillPlotColor(GEOM, COLOR):  #use COLOR = [1.-x]*3 if x is blackness\n",
    "    dummyPoly = Polygon([(0,0),(0,1),(1,1)])\n",
    "    if GEOM.geom_type == dummyPoly.geom_type:\n",
    "        x,y = GEOM.exterior.xy\n",
    "        plt.fill(x,y,facecolor=COLOR)  #COLOR could be a triplet or a standard color\n",
    "    else:\n",
    "        for geom in GEOM.geoms:\n",
    "            x,y = geom.exterior.xy\n",
    "            plt.fill(x,y,facecolor=COLOR)  \n",
    "    return\n",
    "    \n",
    "def r3(number):\n",
    "    result = round(number,3)\n",
    "    return result\n",
    "\n",
    "def r5(number):\n",
    "    result = round(number,5)\n",
    "    return result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d99221ff-2f90-4095-9204-efc15c331d2a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdin",
     "output_type": "stream",
     "text": [
      "Enter the state postal code; e.g. OH  MO\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OK, enter 1 below to use mo_pl2020_vtd.dbf as this state's population data file\n"
     ]
    },
    {
     "name": "stdin",
     "output_type": "stream",
     "text": [
      "  1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attempting to read in state unit geometries.  Stand by ...\n",
      "I read in the Census popn data. MO has 6154913 peeps and is divided into 4604 shapes.\n"
     ]
    }
   ],
   "source": [
    "STATE = str(input(\"Enter the state postal code; e.g. OH \")).upper()\n",
    "popFilename = STATE.lower()+\"_pl2020_vtd.dbf\"\n",
    "print(\"OK, enter 1 below to use\",popFilename,\"as this state's population data file\")\n",
    "enter1 = input(\" \")\n",
    "if int(enter1) != 1:\n",
    "    popFilename = input(\"OK, then enter the pop data file.  Typically a xx_pl2020_vtd.dbf\")\n",
    "print(\"attempting to read in state unit geometries.  Stand by ...\")\n",
    "tractPopFile = gpd.read_file(\"state_map_files/\"+popFilename)\n",
    "tractGeom = tractPopFile['geometry']\n",
    "nTracts = len(tractGeom)\n",
    "nHDs = nTracts #nomenclature\n",
    "tractPop = tractPopFile['P0010001']\n",
    "statePop = np.sum(tractPop)\n",
    "censusGEOID20 = tractPopFile['GEOID20']\n",
    "print(\"I read in the Census popn data.\",STATE,\"has\",statePop,\"peeps and is divided into\",nTracts,\"shapes.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "2fcaae28-b397-49cb-a8e0-782a3dbe9085",
   "metadata": {},
   "outputs": [
    {
     "name": "stdin",
     "output_type": "stream",
     "text": [
      "Enter the number of districts in the state.  My guess is 8 8\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "There appear to be 115 counties in MO .  I will assign them county Nos 0 - 114\n"
     ]
    }
   ],
   "source": [
    "tractPop = tractPopFile['P0010001']\n",
    "tractVAP = tractPopFile['P0030001']\n",
    "tractWhiteVAP = tractPopFile['P0030003']  #this is within 2% of VEST's vap_white\n",
    "inputfileCountyNo = tractPopFile['COUNTYFP20']\n",
    "vtdGEOID20 =  tractPopFile['GEOID20'] \n",
    "nDistricts = int(round(statePop/760000,0))\n",
    "nCutDistricts = 0\n",
    "nDistricts = int(input(\"Enter the number of districts in the state.  My guess is \"+str(nDistricts)))\n",
    "tractArea = [tractGeom[t].area for t in range(nTracts)]\n",
    "tractCP =   [tractGeom[t].centroid for t in range(nTracts)]\n",
    "tractCPx =  [tractCP[t].x for t in range(nTracts)]\n",
    "tractCPy =  [tractCP[t].y for t in range(nTracts)]\n",
    "inputCountyNumbers = list()\n",
    "for t in range(nTracts):\n",
    "    if inputfileCountyNo[t] not in inputCountyNumbers:\n",
    "        inputCountyNumbers.append(inputfileCountyNo[t])\n",
    "nCounties = len(inputCountyNumbers)\n",
    "print(\"There appear to be\",nCounties,\"counties in\",STATE,\".  I will assign them county Nos 0 -\",int(nCounties-1))\n",
    "sortedICNs = list(np.sort(inputCountyNumbers))\n",
    "countyNo = [sortedICNs.index(inputfileCountyNo[t]) for t in range(nTracts) ]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "5e66b76f-efb0-4699-bcfd-853f95bb3c99",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "769364.125 is the target district pop.  Here is a map of the VTD boundaries\n"
     ]
    },
    {
     "data": {
      "image/png": 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uLp350omPIzFz/BhZPrK+0vmOTMfvjho/PMiWzaWMuSmxc+C21c9TcvifDPdeyq6U4dyw+vV45INjxndShThRBqIt2qDDMiHYWe9MS8xdvZIcnccJY2d3Oc6Dmw4B4Gks5ZX3yzANgSklppR4DIkpDTyG45B5KAVOaBLcNWEcgUl/wY5ZTgImy8a2HKdT27ZRls2O3fvYUrYNTZKphM9gjKiNO/KVhuNm7dYpg9ZxM/6DrVXiO3GE/P/N8iEFqG4mVrxeL2YvBgqBRguJ0gpb2+39FSCRGNJAKcfy0d1eekt9pTNFFWqMJVwf8RcTVun4OywLVZdRsX4RWBH8Vow0T2JLU1YgHziEmTIyydGd66Ww2V25jIvmXQdAsc9LuHkf2BaoGCibxpikiVQqDqUSbcpi/ZYqLFthxRSWpQhvb2KETxL9ZCd14XAnR2WAumAKTZ7MBH1IjBUNIYSXm194uW1Z2fPrsTc2tb3X4fYpnot2HKDe0+G6n5rOnc2bGWdPxWt0vHpgWWHMqIUKNSF8qV2FRgLLB4CZn8+A115l30kns3rREoxBg7imuOebBReXLyNfevEhTIkKWsQqWvAUtE+bZAzqS5lvPUaTIKUkuSPovj1/x9dnH6cFs4noFFa3BNA4Jn6FQGuBQra/J8F7WyAz61myC3aV7mRxAvFxeHsVAA+lZXb+4VPxR0ekoMjnZcTY7iNnAPbUlkMZrFq+jgHD+nVZL4UkpOq485d3kVc/DL+VihDKycsmNMIJVMEWmmo0AXLYcvApxr2wHcvWpAyyuXeZwe+WK0auK+aXQOmVZ1Bu0j4GO0EviOooKlPx/gdjiMUyHAdEEc8J0jZaKTIzL2LWzNu79FUpi0se+jv76tLiO21XMiHtRYha7vTs5lfHdr0uHtPDtkA6N/7xzxQ01bdNIbXu4cPCD6nz14GWZAjFhKe7XstRhzQ/e9FmUMEJ7B5+MY9eOx+0jn/Kuu11OC9C1F/PXb/4eaftRZc3AjtuJfr0jTfY/fq+NufS1ufRmbUUZTRh3zEovqHmkW3tEVBjMjPYEarj2+veBfOIAVMIfErzar+dDN//nfbl2jm+P66i5zwzlaZ4PwpjFm/vO4ix/ehOu/IDx4f/zo31jmPy8r9s6rS+0COYmmpCeCAtn3S9drW698IDINxSj9ZRYtEYnvg0Xr/Ljsa+xCIWDrPzznkI3f7zVu8RXKf8nD+igGf27OAZ7SdivME/P/otx055iQHZ7U7OgU1hjto/iPsXXgpoDBF/SI0hQPXrj6iIkn7aaeSHJMr0YHt9KK8P5fEwAsD08cCBCk7Jy2BQwPeZzs3F5cvAl158pEwpILiukooH15F1zhDSZjgpk72pAcbdeT7b/vYe7O5mB8LGbirk5+c+wc+7adYjJ8NtLzzPwt1d71JL95Wg68Jc7Kvj55NnY8VixGzlTBXYNlFLYdsWMcti0d8+psZXxE/unNOrw5502gls2LI2qX/CqWfNYfXHmWw9sJb+ffdTlD0AlEJZFtpufdgcDNexQ0Tpk1JIxvAsRvqOJmpbVOsg2YbgYOwj6sZYbAtN4qjMhvjeW31EnJwr9rAwzf2rkTKIaY6g3QXUmc9HCCxrJY0NaxL21babWVfeh9F5hxlXmEK7qoGIsnllSwprD9Un3PZHQ/pzdVkDfbJHclxh3N8hbq0SQFVzCYtZwYX9vkaFJ5W09CwMYaLRbdNKvr3P47P2ETl7PAOD1eSZBkrhXC+tQWmU0pQ2KPY2Hia/XxG+nNx4orW4z0yChGM1O3fjq69j4IhRrdHJ8V6BsEbQELsCmWrh6ZcHQjJDV7L1cD0D+g+mxTOMF5onMWFUHpnZ/vj+HWGmNSz9pASrxs+AcTOdCyEcqSQQRLRiU7iJ7/bth739bWoMg+8ZuYRO/gFaGiBNtDDImHcvNTqdP1ycg7BB1Gfj9+dgmALTlBimJFTRAovLqJ2YxvCj81sPFT8mDPrHfsrrElt3EpGWnUsFdBHehmFipKZhGB7UEVNbj8owP8pP4/JAFs9sCqMzJpLauJFln17KhSeswOdJje+jELA47exZqGgI24o5j1gMZVmESmrZXBaiwjRIze8H0QgiGkFGo+imJjblDmHY8LGsBKav3EaOx6CP18M3CnO5ur9rCXFxAVd8YGb6KPjBJBrm7qP+zT0cfnctWmqUUChsjLBEkzwyQQjFv6s4sGnYNEV9PL1mBV5D4jFMvIbBKy9uQpLKT286j8zMjITbBltaiLa00KfZJLOlkUhTCDtkYJgS05RI08AwukaupKengxYYZuJZ7sEj+1M8OJ+t965l4Jgsjj73ioTtIiv/xModr7DwrFfIy+uatOySl0YjA4e54O8fdHsNli27Cx1+htNO/UfC9e/OPRHRjb+ErQzOHD+U7558Rpd1r989v8359UiOH9QfyhoYNnYkx08b1GX9wfcOsbhiBXec1tXi0spHa3cC+zjtum/g8yd3Pi5ZsoiShz/i5LPOZfBZ5yRt18qr3/46TUaYk+69tMu6WFUdFX/aTKA4SvrXTwJgZvwBsGjxfsrnbeH540YwZEjXcOmf7FvJ9gYPg45/NuGxRwLYMfjkeWfBZY/hG3FqpzYrdseYtvOP9N2/jikX3pxwP6X761GLywj1ySIwsmskiD+9HE9j75PLxSIWCB+GJ/H3Vuh46uAjGLJiC1OjGryCMf1OJadgFFW7f8zrK7/G12a/DYCWfkL9Yoz9evLPeukPfoyKRjjvkc7ZZRcequWqh1fwy+HD+GRMP5bUNfFxfTOPH67mo9omV3y4uMT50osPcKZeMs8ZwppFb+Np8pCRlYfExMBAmAbhjHA3G9uguw+97C3lscMEY+P55Su1R6zJYUrDNrL7XJBwu/rt2zl04UWYtk3NCQ8D8PzPVyds6zjSOhND0gwy+NTfMX1mI/Ay781vbSU6P2uYeozAUucl7XtbzojuhFgv/Dl6bpLcX8JWCo3Ek6QLTrr4JCGrsrNzbLLDat1NPpD4NZDJHGrjVJeXAlBVXkLyVGVHHj5Jfpl4hEWPbiRJA2968aEYHkjJg2A1PH8x/Kq+09Tf9EtvZ/lDezh2051sy8jhqFO+2WUXXq9BGLBjiR1nP6uvsdYxhPQkjVhxxEd7H1eOGcrCXVXcHm1ktddZ7g0JJo24kFcrF5HfNJe5G+/mzPG/AFtBkv22HV/ZCZ1O6yOO9SbDZ5JmGpyZn8UAv5fHD1ezoKax+++Pi8uXCFd8xCndsY31JQsYd+KpHPedS3q/oVCgux9sesvwot2sCM7jryc9RlTZRC2LWDCEuv4XZKfHgFsTbteyZw+mbdNy2aWM8lUTTutD6oB0lKVYtXIlqQhGjRjhVP5UTlVPpTSR2CG86VVEGo/Fl9YHZ8xs9XXo4BGobTTvkOdLnJ/DadX9wOv15iBFL65TjwOQaDvWkVjxKqRJjDhAe06VI5E9rBc9ju7t18wwus/hkZrh+DdkZOX0uM8eaRV9yQbLtujnZMnxejkQfu9T+N0g5/WdWfDVZ2D0V5xjS4NZNz7B2t8cYOyym6kacwL5hYM6be7xOeLD6k589K4nACjLjme5TYxAgtF+rEF90rmqTzqXx2wen7sWc7/F6ELHl+v8yQ/w4pIt5FY9xYo9xXHx0cN3Van2WPIOhKKOGEzpYJEZm55Crsek2bZpthXp3X1BXVy+JLjiI056rpO/o6mm+jNt581x8mRs2vRSW/pvhECKI1N/y07vneJuJlI6ywzDJBxrITtQx+whnaMPPgpUQiCD6MGDTq0Jj8d5xF9bTU6ehn6XXMKUkZ23Xb7uLVJzsjjlW51N5QA717/KoVqYMOFqigYfn/QcVbSZhcveSZgqvI34bWuy9OaC5FaHTrvpsYVI2ioaj1BK1s3u7q5bs10mHhrpVYBKa4RUsuRVrfgDzpSMP1mq8SP32806u9nJORKrSXbMVjGZ+AR6nVk0kA0/K4df93Xev/PDNvEBzjn759yM9/3LKTuwo4v48PlMmgA7liTSqZvPtb2vOh6ppbBiYYQUKGXF/6aOOD/LJrsul0M/WuCEW3Ww+H3F40xdGna7YL7w2Hd4ZsEU+uy9m5zCbBoqurdJaaWQZleR2Rw/vwxf55/Ws/Mz+UdpDZe9+AZTyvZx+03fx5uk8KCLy5cBV3zEycjvw2nX/YD5jz5AyfatFI0a/Zm2r6z66b/ch6ZmDyRI3x0bVky/pbvZc+ppSbdVgJ3a9cdMA2aSuzilQgCYZvfJ0YQVAWBv7ctw1/xOVoDWV+/lRCHd4Ny3vkGObE/E1nrHvUfVM9wL7849i8zQYdJNheFJaRdkGAhpEpOHkTKpBAAFUlaxZ9mjjiVFGkhhIqRBbSQIFHUJ6mjvrEieKTQ+duskpo/Wc1ZKYSS9K24VYD0pFY3hHcMnyyrZsO0dJzTXdgoYKqVQNvHXznNLxiAKJi9l9VPHdd6L1uiojRw7FCSUvPMMCLAPHyJn6QCkZZLSEOYWK8aam19ju99sqy7sVBLWDKptIbWobw/9dajevZS2TzZYzaaHTkRojYgP7qkxRwS/PP99LvhQtDnSAniUZgGpVAQTJ2hb1jIXO9fmzl8ta7tGbfFGQiPDIVL3bWlrL6Rm9OW7WLhoZPxaAFq0PXOyJLB2JsN956Bt25meshXKUlj1O7H2HSSN9mlMn5nC2TPf4q1VVzF6fCnGjuFsuuv19nh54cTOCymoDUXJCAZp9ncVj+G4+PAf4Yvyu5HFXDegD3+9bx46FuHDDz8kLy+PmpoasrKymDhxIj6fGxXj8uXBFR8dGHPciSx6+jEOb9/Sa/GxZvFXSUkXfPXKb6CVU9Jdaad4G9gorZyy8NpGa+Ws0/ECb9pGqdb2FpGqV7GtvV2OMfW3f2XVsldQsSjCsiBqOc8xC2HZbDq0ls1mKXd5uw6KGjCSmOSVduanpejhDsxMwRexifgMEAYdzQCtQ/WxlVHeSw+QZqUhzI7ixKnYepTRj8l+CxELkqZrURbYXoHWTiE7jVPITmhJXbBryG8rkcZsMvIPsD98HxwhUhojacC9GI2Jv9ZCdDPtEhcMoWAZdfsbnM8vnqBEa5umlgMAPLdxMR7pQWmbqIphK4WlbCxlM/i9RQBsuO/XDEx3auugnarHKE1cTVC/qwVP6nlUVUcR1Z19NkQ8Osfpr5N5q8/EfaQPOUS0Mqur/SIAtnEYGUjFFhKlg4SG78O/qAV/ZT5pSjPEttAxEXeBEE54dDxfydTqQ+jgjqTXuyP3lzTya8BGsK7oZLThQQsJQqKFpFlIdvnHUBGYxnBfFoYQCNleRZf1ITKyEg+wfVJyKQtWMnrQpPYqv0IghWDL9sVY/gBj5nwdIQVSGlh2FZ6UP2DVjCXFPzweBaTbHmHeJmVQCwWXd/WTKp37KMGb38MMfKPT8r4Zw7j25KUsfuVEAukG8qCIJz8Tjg9J/PUQWUCFdxCVQ7p+TyPxZHApCcxvgwI+jH5FcHAvn3zSOd748OHDXHTRRb36HFxcvgi44qMDQkryigeyZdEHjDvxVFIyes49oJQEO40++d2Xpe8Nxo7lCH2wy/Kc3CJOP/cHSbfbu+RR1ux7hMxA1/5qoKE8cT0NrZy7UGl0Lz6EN4DhuRA7+haFv1ibsI3vuX/wzbde4fq/v0QgNbkl5cCzNzFw91p2jLmVkWf8osv6pc/9kT27quDixNvX7D+ecNnpXHbL1U6abOUIN2VblJU1wOINpHiGJD1+sqmfVmvFYeNp1u5d0GX9p80jAPjDxpuS7vuKXJshu8H7t2cpS9oKgqlFMPU8zr/ApOi007tp6fDhRz8GYNbXEocYd6Th8Go+3fk1cq/5BoUnOhV6u5PRpacPJNrUu5+Ba0aMgGXwyfjrmHnBb5K2OyXBshbLpmrDx2Qk8XcYkNmXxlAjF191Vpd1zQ9sYk9dE6d/t90Xq+LwKjbvhMIBJzFu2ve7bLPwrbfxeRJPa6mIY/GT/sTZVr2BFDxpKYz5zXkJ1++7bQk5x3+Fiy8f12Vd69RfIMl52oZBNDuPH158AW+88QaVlZWkp6cza9ashO1dXL6ouOLjCE79zk288MsfsfiZJzjjhsRhgx3R8G9LoWwru1eOjUeytvQA4OG4ResxpcRAY8oYpq+S80/YSvHaIay79QW01GAIhJRIQxLMOQjjQcievwa23YIdTe4oZ8ccK4rHl1zIaKXou/s5AAacdHWSNna3V0Ch2oSCNGQ8KsGDAUhvq89H4j0IIZJaPgCEtjGNPCb0e9rxXYn76iAE62vW8MFGP09dPQVLxZDSxBN/mFLiNUw8Z5pED+xn9GtnsmPGHxg57QyQEmGYIA1nbscwKVuzmdXPhSBeUbixpoEDG3cwcubReBNcv/roJFZ5C2jZ/zFfGTSzy/pO189uLRffO6fGaMYA7JYqVj5+MzqeRERoJ3Od0I7lRuBYbFLCjqTaWlPOL+dvJKY19VqRkeN3DDtoVHxaR2mNT9WSqyvwSUFUG/xR5pLz6W72bFsVb9RqURBEmhvRJPYHye7bD+qbiUWjeOJ+EuFQCQAWpYmvgwSZpHifjjjRa0YgWbFIlTCDKTji1YNI6uAbbrV8JAkB1paFNgxSU1NpaGhgzJgxnH/++Zim+1Ps8uXC/cZ3QCtFXdlhAmlp1JYc6t02JC/N/VmxlY3Rm4iQI7By0lEVAUYHPNhaY2uokRF2iqP4Hb/g+0VrGBnJRiuNtpXzrBSZZBEEAp6sHo+hdDMqljyKw7ac8nhmAie8Vvb/47sMxhEpgZyihG20Vt06QCqtkUmcWlU82iXZJXQcTpPvW6Lx+PPIG9H1LtS7Yx/C8nLc4DEJtmyntKUJw6tRWfkYfRJXNq2sjGBFNrF6cTofvf0RlftXgY7x/v/5ML2ZoBW5xaMZPm0axaOH8ZF9Ia+KUby+r5GvDOr28G2ht8Lo3Z92uZVGjq5k0OE32zKx2kiIZ+LVojUTr0QjsJC8nn8Su60YllLYtqYhJJGidTrHeUghEFY9LYSxPelIYNngIDNCjU5NldYpEulMLcXsMuxo4iRjrY6ZoZaWNvGRkuJkqfUaSRxDDY1IIj5UXHyY/vSE6zU2IslPY6tPkEhSBTJqtVo+En9HtbLBMJg7dy5er5ezzz7bFR4uX0rcb30H5v/1z2xZvABvIEDhyNEc2LSeAWMndOtAqLXuxgHxs7E0tBQknPTYmcgO/0T8/9bKnULElwgnpPCQWY42/Lx0cue74id3fsjtJbnk9JnFiEu7TgvtX/kUBMHbzTRJK0oH0Vbyr0s4FHJqsyQjFmbwgZcAqP/GQrKSHUfZyW46Aed6Jxcfzg9/d9Vpuw24ERBIGZ5431p3m9ysbf+toa/dnES4aSdW8AP2bAAhUygeexIjpk1l5ydriLQ0EmpqoGLPUir2LAHg8LQzYCJE8PLUzgXYGmytsLTG1po9zU1kejz08YDdVEOIYxjdS/FR5S2m1uPhzDve6lV7gHfjzz9btJPn3tvFmjtOIdff1WLzxPIH8dp1fP3YeOG7Y5Pvc+Obv0dvCSVc5407YoaDLWRkO4nSfH5nitFKUmFYmyBlYiucioTRQiO8iadltLARIvH1a81TkszyEbUVGvAnWa9tG8Oy2LlzJ2eeeSaBJEX/XFy+6LjiowPle3YCEA2H2bJoAVsWLWDQ0ZMZOf1Y+h81lqy+XR3MtObfJj6mN57MyowFjPKPQeE4p9paxV+reCpvJ1W3k3rbeR2w+1OT3nVm/4phJ3J7yQYCSQqLNQbXAbDz3R/Gk4N1Ti7WPoAKlN6NDCfeT3NtDQfXrgY0c196IZ4mnHZn0vjrc+PtPQtfILjsNTB94PUjAunItExkeiaqpb7bcuYKlbQaaSQ+MCQr6uZMu3Rn+UgeZaN07zJiqKgT8eGNNiZt03eIU1V57IlzGHTSyWA6lqORxROxLQvLjhGsn0ZTeQ0NByqw4l+vCH5uK/F32Z/U+RjCJoaXtOYcpq8tYVHzMsZvC9JaqCX+iWK2pJCis0jJ86CiggKdRaO/myR63Z1r3AqQbNpRYDsOqb3ZV0wRjfp45Hf3tqWab/3uhKNRQPLSPT/HEy9KqIkw4hIoq/gHFa+/BfHvr+PaKpCZ0PjWXF7/OMWxApkmwjQRpsHAdz/Cq0VSi6Vj+Uj8N11WF0QCm5aX0JTioV9RGnbYZvnCQ4yd1peYrUGCJ8l3FKUI1FQipGTUqH/dT8zF5X8VV3x04Oybfsy2ZYvIKSpm+DEzOLB5A0ufe5L5f30QaZic/YMfM/yYztYFjf63mU1n1p/GxP2ncP2fzvxM293+wQ5eVF0TgIVaw/6SmICt+lrIgjL/B53zWLQnNu30PvXTxHdpi555AhFswvYFWLUteeTEAMYwkS2kHvpbN2czE3RyF0mtNUaSAW1ntTPwf/vdLfjf3RK3GbVWEYaQ1uzzw7C5y5CteUl0e6m2WGomjdVNCfftFDLt2fJhNDt5X1IadiZts7JlOwCbP1rI5o8W9rhPa/Y55NeXsuSMWU7kiDAwpYEpDAxptolEW2vmPfl3dmxdRSlQerDr1OElg38CQDDuKlE4+BwCzYd77EMi7Pg1NJMM4kL3VJy+HTPShAxFqLe9Tu4bOohfrfGFmpCxWAdhaVK/q4BAjkDLII6fhpPHQ2OTtkfgPSBIP7gGadlI28JQNtKy0ZEIwaO6PbOklo9sr0kDUBSVHHzjAK3u4T5g1949VBU6UTrJLF8i7hs1YcIEp7SBi8uXFFd8dCBvwCBmX/bNtvfDp85g+NQZRMMhnvj+NexevTKB+EheF+Wzomzd7cxFMtZFQ3yzJMq8lzZT3xLlo4Am6DOwbYXR1MLiqgZq9zbgERbjQwsZnx0A08/AdQPpHxxO6nEFpJz1LUQ3ImrRsTOR4TCvTpmHkM78vkeXU5hms3vtR4DBDY/8HUMa8ZTXAmlIZ4pECF684mI+snPIv+YVimbNREdC6EgLOtSMam5ANdajm+poXrQKWyfvh9I6aRKv4yYVcubGMob6vQSkRNkKW2nn2dbsqWrAkjFS4xaZ1rRTrXfaZWvXMqaoJelxZS+ScUUzBgIQzJ+QtM3Q4iH8fdrrnJt/LIMKJ2EYJqbhcYqiGSam2f7aY3r454FDWKYm29999JUhBAXTZ7Bj/uuM+uYNHDtqZDxbRmtIM5S8sJHs5nz63HgUSMmqv2/F9iX2TemJVstHsrwqAhvVy7pH+Zk5pO5fyI1PPYsvkPW5+tNKZX0D49ft4867Qnxn1owu659f/wdSa59jcpLttbCRSX4ajbhPbDTVhPoYQROGnDmAvPwAm5/YwXGlmvLU5DaylDoniaEb3eLyZccVH71AK02woZ6tSz5i27JFGKYnnldA4BMmh0v38uDaT9rveNqeZdt7TzBIYU0D+doAKRxztBROBIR0IivC6U4EyDu3zsfMznL8O+J5EiSavJCFmelr+zkX8eyU/1cVwgAqAxbjQorVIswHHgu0k9zpI1vzUV0zE+UWvu39NcRvdP0GkA6sg3B6Ov4TL0t6DVQsigT2v/Rwp+WOncPE9FukpnW9k7OamwmWllBmO4nK8qZOQwTSEIE0IEGRrTUHoTH5lIVGJbV8ZKZ4eeT6roNNK1tufwNVqxl34/ld1sWiEf7ywoMos5L3Xn+jLcVVa97NFzfcRNhOZ/JPX0bEy6xLNNJxy2x7nUkTb3gge9GtlC/7GQKFoRVCKwycZ5+hKe+XzZRJs5k+5sKk/W1lX9kapF3PxtoSPFt3kprZB5GW5lhshGibhhIImmrrAfAW9CVzcNeQ49LUrVhNUbz9nXRhQa+BL9b7gm4dsbWOO1wnHmwlCquX4qPNV6YXkVc9EYxbFwJJ/F78zfvoUzOAqnXLEIaJNJwaTsIwEYaJEcxANRmE99YjTInwGgiPRHoksXhG2RknFDPw9EGd9jukXzpP3LuK04Pdp9cHyMvL67GNi8sXGVd89AJfhzTYWimsaKTtvUzPRHr9+NPS2n0clI5nd4wnmdKKSGMdNdEQ+coHWiOVcm65489CKzz+RmKeDBpDXrDC8eRbTrM5KXHrSmWQJmi7a1caglqj81OYeOtkDt2+lFnD8rjvWxO7nMf6BY2wDKqvWU9uTj6qpYnoilcJrPkZuodBoqlgFGYkxMX3PwpaM3/9cu5faPPK1bns23oj3rQY+3e8w6CRZ7dt8/6MaWwa0FlgvPe9uykcPQ3DFBg+E8NrYvo9mAEfpt9HsNmiu1zmCt2pYNhnQuikGbyFkGglaKkIkDugtfpr+6B+QuoK5oVP4OrichQSW7dGgTjPtnaiQWptL3dZVzMmO0h+ehZKCJQw0EgnCZgQ7Ik1QvADDgcSR/wcSUbdk/iaF3N5iebl39okts04pPk8MGoAntJSmNT1O4AEW3cQG5+loMoRKAUIkAh+/M43mFezjjG5Y3jx7Bfbdt5rn49eFuXrDS0R5+/Tn8QiOWh7Kn12/4jIGg3E4o92BuBkK67esSnpMcTCg+xfeJB4IDJKOI/zUzRVod3c9v1XwTAcK51hxMspSNJLDhDuW/wvn6OLy/86rvjoJbe89A6xcJj1H8yl+sA+LMvi4Kb1ZPXpw2W/vq/HlNovXfk1YtJk+guvJ21zDFDx4JtED6dT/IfOtVYO37a07fVRv52dcHttKcfPIUFZ14aaCkIHHQdTT0o6IpCGEUhDpmcBIHoydds2wutjQGEfALIOpBA0bXL7jSE78Djb9n2dnft/QCwcZvgEJ1Pj5sETwC7F8E3GK/qiZYASsx8l+xPdGSogRHNaIZavInk/9OfPq6Lb/uuK6fGAFtTvyWTW1Q8xatiATuszfnUOgw/+nRt+Oz/xDuJ8sH8nX993DD/KDHPhpOkJ27xXuhk++ADVSxFVZO+kyZPFNyf+lIOjfsuA7ZXU56di334volXk4vjDRPbugo/fp78VSbiv1lwe7e97VbYmIbZWjvgQMK/G+W5tqdnihIxLg6Loql7va9+qXcC/x/LRHHGsEynexBaIysClZJjN9L2+P9qyUJaFtp2Hsi3sxgjeSBFSeNCWBstGWxptKeywTcmOOmReAK/PQFnKKUQXU2hbk1sJqSmDyS9oxLYtbNuO16OxSd22HoB+QxNHVLm4fJlwxcdnwOP3M/Wc9nTNu1Z9zFt/upf68lKy+3V/F6tsiwoVI1ReTqBvN7U0lJPg6UgK75pJ6S8/RqZ3k8SrtVBWggRHO5+5iRn18whpL4GUDsmVgrUARBc8jtryftJ9j0jdToUe1PbeVlHAKehVOHgmwab7OFB9M7trfsGy1QNZXxek79Qp1O9aRXbxSL5988XOXTnxAmGWJhazsUMRrJYwseYgVkuYNxccpDpJVA04vhmfuyR5Lzd792fX85w3m7ufeab9uDnDEWzpZiuHYfGuj+8alNKGEbcytU419IQhFH6pufGoM+CNM3jv1ssY+M46+h8znvS8zt+l8pWZbPj4/aQRQfE0Yu0LPoPlQ2tNSGliStEStWmO2E4K9IbDXNHQyLOZTsG2E185kXfOf6f3OwZyh/ow+1SwdfXfENLbXmMnHtV1ZD/DwSjB6gKESnd8kHCmn4SUvBFpgaLBrArC2V0PRXqDRmtBWmHyTLjd0d2EyeY/vYWnwuCWW3/SZd2ad99k6QtP8e1rrv1cx3Vx+SLhio9/gQObNmB6faRkZvfYtk9hMaUHdrHtny8y6cYfJG2nbd1WU6QT8cHEU5Q8J4e2nF9oI0F0ixlrZoMcTf/vvEKur31k9Ox7GYAM+4M2X5BEHDUa0lra+xUObgYmcNfr7/DwVVczbPy5bJv/Bj/wXE1Lswc8mXD0Mc4DeODjLTyQnc/Xji5CCIHhERgeCSkeyG0XQ96V66CbyE9HfCQ25UfqW9j51wVgqbjQ6HBbL8Af8xM2k+/cRlLhy6cwUkFWtI77H/x+2/RZYFsdSmdS/9DT8TDieA34+LxYawRvUIVg8jRkrLtcI06n7l3yQ+5f3D8eRm059W2w0cRrAYn4a9mA32j3p0nZuIdgSoDFv/8Vc350D6n57VNbqsaxeLzx3BN4X3w+ng9GtoVpD0s/mrHZs9ssaWOAhl7OdIz782KayzpP+mR6g4gHxnKC/hGXlx7PIU8ZjWYLJTv2UuqdQoRuVFgH0oqr8Jm1VAbv611nDKhtyOTgwsIuq6y+A6DoWl6vi3FXgk0HHnQiw+obw2Rl9K5/vcZ2PsVEWNEIHp//84tnF5cvEK74+JzEohE2LpjHzIsv7+QTkowTfnk367/1NTYtW4SyLI7+7o2Y/gQ/fHF/kSNpXuyETRop3VgF4qG1RoICc0LbaF8GuQWdIxukz+fcVP6sqtv+b/z9KdAvi9bZ6q9MO5+HV6zicEP7IJs++lpadge4K7OeQLNJVkoAfyCNp7e18EGu5I5D5czon8XAvG4EVDw6I+l6TdK7+qr1u8muzyGsgkRlmLZ7/PjltISFZ2DyYwtADB0MW51pn5b1eyCuMbzRdPoGBhMuTwE0QrSGdsYfcZ2jPE4Oj1vLFGMOzHd8QqQTJ6OFkzG0NmITq59MRqom1efFwEQKA0MaGMLAECaGMDGliSkNNtcvw6BDvy8/jxWrDlOdks+GBx7gotmzGXriiZheL2mBDMYfrERMPB3fiIEoZTkF+4QTeWRqD2EZJSurAA1U7q2nqRchxFFLtQmPEaNymTEoB7/HYFJGBF4Fb2QCb3pXc2p0AsWxfvBcI5wtus1W25GBo05n9+41DO7/S7Iyjml32o5HNgnRLiQFgk8+vob0Pnlc+/DfHN8n28naq+KPTetKiCQZ5A/NKqB4eUVbHZZ/J9rSaJF4v8GGeowkOXdcXL5suOLjcyKlgT81jbLdO7AtC6OHXB/1+/YAUK0tFq9YRN6IUQw6M4FRWCW2fMTKnLs1T/9k9SggGnHEh+ntetcttI1KlHc8GnTSUHu6Ly4ntUWsQ8bInMyjOHnkKl7blM7ust0M6zeMkB0DAsweMoKjstrvSE8ZAxtKG7howx6uWL6TD88aj7eb8OTubgwVOrnPR3waI+ubI8gbnSTtdjdooDi3H/cPvg6A3b8+HTOeQG7h628xaFU6fe+Z0+0+/OX1zFi6m4OeMNuQTh6RmO24piqnXooVtAmXXcw9ZxRy0fEJnEKP4Lh/XInq4CRaMWwY1fsieEyLlJDFCytX4luyhNxIhGalMKdM48ITZ1N0fqISb51Z87sVBEKJa6p0xGtK8orSqC5ppjlmc+cJI9pXvp3OW7EVaOllHiuY3JxHZbASR7n1TnwY8e9WRs4AcvK6TcJB6Z5qMKoRMo/0vKyEbXzrypJOKaks51hmkvor/wrCJqn42L9hLf2Gjfy3H9PF5X8RV3x8TgzT5LTrbuKtP/2Gp390I5PO/ArjTjotqbf+B39srwIqtSa1KHFuBcdvo+uPV/qJxYQ2V9Pw1l7SZyb2L4lGnAEqmfjQMkE588qtznNjGWQkL2WfW1+KZ9cBVo2fjBZOqPC5SnGGL8xPsiSV/SBIgBwCXFDq4a5Zv+biQcdw50fbeTccJCoFTX5Jkx/e/P1KxjcqDkZsDsY0tiGRhkAagiqa0N1mnE6e50MrJ2FYMstITwg0AU/7NXpw2QfccrxTdVZIMHTPkRsiEuUva0JEZnsYetYJCdu8uHADt20/zG0flPH4wSiWrbFV68PJSaI0nDSqD7OKs6ljbdtdv1KK1UtXY6Qa3HjtLWT509n9/gdsXbeWrUJgxe+sm7JyenfOvRQHAA9fMJ5L/vIxKtpZrFSlzyHrwEQa8reRklrMmsoohudo0tlGr51K4sK4o8hKxpZV72IUtGBHkgvmKJDMxqDi9Ve8CRyz/1W0cjKcJiLc0kzegEH/9mO6uPwv4oqPf4Ghk6fxtbt+x6dvv86Cxx/BisaYfNa5CduGYlGKPQHOe/xpDNPESFKAzUlF3vUH21uY3OLRSiTcavno+rFKbaMSCaP8UVC1HUJ13YqPdCI0+NKpPOurTviwUoimGoYunMcxsQKsov6UW16Wh3KI1c3ll+tX8PutJuU+wWgtmGn68VkCUR9hRGYqKlVRt6cRNKRkerEthbI0oZSSbs+xO4dTrVvFx79wRysgL7eC6poCXl1TwY0zY/g8HsexEukcoxvTTGt1X9mNJSwjwxk0LaXZc6jBqdUjHYdJKQWGFETCFi+8v5sXgPS4IeB7T8/ErB9IZti5e57/0C/B40zdiYBgoA+UjrAvnAYf/5Go/yq8M07t/nS1E/HSG/Y2Ov4y/Y+YNvNe9BDmljXkVh9LBDC8MPb4Ig58hhrNbX48ifydjqB4ZB9K6sHwJt97FE1KEhVwqD7E4wThD8swpTOlYxDPpyOEk36nw3NOiofbrpma0JeqC/Hw40TkFPWn6sDenvfh4vIlwBUf/yL9ho3knB/exiv3/Jxdqz5m7JxT8KWkYMVsynaXYscstLJoCYdJabKpXb/PGchMg7wJQ5FHTj/YJsqXRqQhni5dtk10t1H5zGYyzhmMYRpI00SaEgxBLOrcNXoS+HyMjayDRNGXg2Y74iMlt9vz9JmQXdiPs+9o9+KvrNhHzcJ5zB54FjPn3AyAFY0x8YW5TIlKBmWkoAVcMaEvo/pnddnn1p8sI88UnHtXe2KwX9+1jJgK88RDz2Ga8Yyf8QygpmkSJkZkZz27X9oB8cEaKRCGoH7tIfLJZdNbc8kfPrQt+kGYEiEFdcEVKG8LqWlDEUK0iRQh4wX74lVdn7/qdE794zpKK/P46lOv8+Y1X6XN6KGgu4zhrU6/yaqeAmSmSsKnFfFUvxROHzUiYRulFPMO1NIctSj7KI8tshwd0Eivk0J+hNiPjFloX7u/kSHBQHOUWUtxbCFqfQ70ID6g9wEvSw84kVGBI75fmf0yueGvJ/Lwdz8CYPYlwxk/p5inl7WmaOuZ1loqupv6Oq2MOPo09r1TiNdIXFQOwAK8SUTip7bFEixmag8Ry/EysrVjbVLxzLdKO1N8W+OVdq8sa6J/cfcZZiG+YRLLW6ixkdwiN8eHiwu44uPfxtjjT2LuQ3/ioau+SvHYo2msCtNQsb29gUdSXnQSrz5V3rZo6vCtHHPLeZ32sy8CH/gXwf2LuhxjpFnIbOsoolvqqN5S12W9jcJAcvPrGyl7awVoA6F9CGBPfDbh8D3jEEKSYYFPGJi6CglYD56CFilUeASNHhnPWtnuLniUv4U6JTq6PbZlAe1YZVbFS7qfobxcdmLiwlmbXt7JrrWV1DZFKcjp7HRboMdSEdlNRUWlE+mBjRI2GoUWNghI13786yq77DefXGxlsWHN+8RWJ85z4bA24VIB1DRvorJ8Nt+elcLjy4Ns2JPK0J+9zH0jD5JqVBJeVE/Tqg14hk9F+gOOmV3ZjiOs10ewspGQsY+Du/fRkrHJOQel4gnobNCKReXpXLx1OG8WRinfuwvbVlh2exr49PqDjGqeR9bgVLKUzSUVa1lXcCwTv/Fue2cfnAgNh+DW6oTn0njH+6wqaeK9B5aDjielay3yF3+tgJbGEEd5PHTvyeKw6VA9AEOzEztYX/LzY9i/sZrxc5wBViPiKbh6pr7eEdtr1/4Crf8KQKu7qqD1u+hIRAQITxORaCzp/iw0ZhLx0eKXKEPgP38w71Y1cMfQQr47oE/CtnPf3831H+3Ak6RKbRcUSfPN+1JSsaLJBZOLy5cJV3z8mzhq9hz6DB7Ggc0bWfjU46BjePx9mX35N5HSRMRipCqP4xOiYf5rVYQawijbRnaoihtM3YuMwlnTTo0P7a2jhfP65VXLSdcB6n31TJk22UlwZDu+Ii0tgoXbvQwc3EJz7UZCUcGUnDOxleKXwXuYJTfiERrbspleFyMiFCp3FEa0FNs7kCptszTgiIchAW8HZ0HNoa2l7MsZTkGHc7bjJvKOVWjbcld0Y2/fs76K2oYouRlehk7qnAE1oPLIa0njO38+IeG2SilQoGyFtlQ8ykGjbE3p4sMYKw/y1VvuI6UgALZC207yJ2XZbNpyPbYMM276A/FMtHFBgMaybDZu+gYvHRrHX5/tnM/DtlMp3P1Psj3baHrhH9QsywGeS36CgHl7jPLmxHf9fVtOJqtkEJTEaMGxZNgClAQlBc0xH7uMYzg5cidKGpQG+hEsPiJtfF335vsmbbMNzZrqZgRxNwTRXru4NXhkv7bYrTW3dLs3ONQY4tCeegDuOCGxtSavfxp53ThEd0dtrY/qqgEYZoxAIATEpx9Fq8h1HhpAQSSSRkNN8nw5lkheWTZmO5WR361qcM5nT2lS8WHFI2KMXvqHCEVSn4/0vHzqyst6tR8Xly86rvj4N5Jd2J9l/6zGl3ENY49LZeSMYfQbmtg51Hz1DTZX9qHx+89yzsNXti1XIophW0w+c2bC7V7e8haNoRSwYM4pZ3VZf078+dRnP6IuWsYLV7dmOui8v323LWHf+BxOvGws4DjnGeEoN6/YyoCwZtUZnaMwFjx1EpGZnX1CWk3knQrixn+kPfmJ747Xzd1HSW2EggwPF/zu2C7rterep0JKCRJnqukI/1lPiokhvaT2zSG9f9c6M6n7s1AqQn7R2C7rGhoa8KTZTMpo4vIZQ+Pn5Qi/t95+m3LRD9iGuOABWHYX/iFZmNf9lGgkSEbBAOor9lG3dS1i7gLS6iMY/S5l7OhLEdJ0wlyliZASKUwG9dnPex+HmX11CkdNmoppyE7n/Ppdf6eiIpuy0T9E2Y7lxBNUrHzxjyhlo5RmnJFDpl2b9DoZUjOxfy7XX3Na0jYA0+5dQIPVs3XijV3tlqYdtc2MzOlZZGh6P+1SUNCPBQuO54orTmLYsMQZfDvy4K8fwxbdWT7Ak+R7ZNmOqLmwIJtXK+q4rF9y59xY/Np4ehkZ09hnMeHiNcx7/Z74kvY+2HkhfBkG4Zaf4E/tfprTxeWLjis+/o3UlbdweHsdJ181kVEzkjtvApxx5VDeea6E5mhnx1OldFu590R4w46z4uxLuv+B1lojj7gF27npU6pXPosoGE0ho7oUBCv0e7kwYvKq3+LXi3fy0+OGtw2KUqku/imtlo9OSb/iXU/mali1w5kuKhqSeP5cKd1tqG13tPkqduNvkSz004w7iE4YmMsJUzpPF00YmcuiP25kd2Qm0XpBxJeN3luH+NGPAWid+EgHKnMNXjlZcmyBSW7f0QmP1VDbCJTi94InQcjx7gaJDy9vxqeWBKqtgJ1AY6AIUEixMEl8vw5SK3Si0OrPSczX/hl/tL+mV+KDzyA+Wr9DiZytE6GF7taZ1RbgSdLAijsNPzx6IA+PHtjtcWw7Xrm3N86mgF20E+0LYlodbzri+0hvRqYdoim4AX/qib3an4vLFxVXfPwbqYvn4kjNTBDSegRFx42j4KX1hKOdf9RskouPy+6/jBHaMXmfMPKEbvcfrT9IX7OCVX88DzHsZKJGKrPW/IARgD4MJbyDSdc7xzm5GbzaXMtfVJDvhWJkpDhiR9o2wug8mIXjlWptu30/uofBpnBAOrt21DPx0sSme6305w6VbU3JnazKKiJ5yqtW8ZGSIGFcn4w+9B16IfNXZMISYMY95NZsYsKmv9KYKqk+bjQFJ55O9tCjyEorZ97CX3GikTyZWVt/k3zORUVF1Oy1+OXPfupUWk0QWnzgkQsRtcktH9LJiNKLPvTYBID7Fu5u+7EYk5/Ru42E6HUob6vI1b2IdnE2oNswHVskdzi1lO51qv3WaZfeig8zYJLmmczEcx7rsk5rzbLlM6lvWEV+vis+XL7cuOLj34SyFfMf2wxA0aie061D3CHviOySSicXHxmZGeBMU/O3t//GmGFjOG7McQnbTpXbaRCSY5p3w/qFbcuftE7jm8YHAAyy9wBHd9ruoqkDeOXdOhanaLwdnOyEUp18UwBKmg7TFzjUeIhpXXqQpLZI6yCTZIzpKZTVitooSyE9EmlIx3ehtb1qjTRJNlB0fyeutUg6+JVX9QEinHSelxXL91PDOA7e+UNOu6RznY5tlSsB8PuSm9V7Sq9teAyEtpHdJH7TyG6zh0pUvIhc91Q2deeY286Sb0xnzp8WIaKKjZWNHFfcu+94b2nNj9Nr8UH3McK2BE+SNPytPh+9odXyUbn7MKbHcCKohESK1loyTiZWYRhIKbBVGJEkw4gQgrzcE6iqnM/wYbf16vguLl9U/iXx8dvf/pbbb7+dm266iQceeACAcDjMLbfcwosvvkgkEuG0007jkUceoaCgoPud/Y+j4gNfeq4/+Z13B1Z+9BD+k18gxbJZ+tLvEFoSMwVVRUMQuxJnQfzr1X9lX8U+/vHoP6hYV0HFugrmvjcXGZDx0FGBFBIpJc3BGWRpi8UDRyOz+hLZuwKf38dFX/8deANwxyqMrZLwwg855BlF2eu7yR+SifCb6EwLUgx+u2xvm3PixXU18Ow/OFxdHvdWFAy0Y0SAqt2bePLF2xAIGizH+lO3tZQlje92kSD2Zj8g+NnDczlm1Gh8fhN/wCQQMEgJeAg2xZBSELMUniPuNpVS7P/Fx/jjO7V1u51F0z7HL5PcpYoeZwEEiRK8AQSyncGx79QJ5KfEOPC8Jm9MV58VFReOspsDtYkPDZZtE43FiFkxolYMy7KwtQ1KsuXQFmLBGH7tx45XRrUsp1KqaGghyw6xdekbzolJA8cZxjnyGBr4eG89DZ9sc9ZrxyqllFOkzdYa21b4hc3AuhKWPfO600bptugclMayLaq8BiXp+QyyqkHCgk0bsVpKkUJgCoEhnIgnQ4DRukwKykt95MoIn376Gh3FqGjLeS/aptiqqw8CEO0mgqXTNdQK1WKz79297Z9ph89XmVARi/L2hsOYCMx4/hSPlDQEo72e2itpdKa+Hn/lqV5tM3FSHeFwc9L1Xm8elp18vYvLl4XPLT5Wr17N//3f/zF+/PhOy3/4wx/y7rvv8sorr5CZmcmNN97IBRdcwPLly//lzv43Y3oM5nx9FAuf2c47D2/AFzCpLWvB4zOYcf4w+g3t7OPQ2LQCb2Y5voPjSTGCKGwiffbRx7+PoeGTkx5ncMFgCicXUrqmFAB/k5+IjMSjN9ojYzLtfgQiaSw8oPnZ5Vfh8X6nbR+qxQn3s+086hZUs0ceYKxHwqEm5xjDvHySKXkCp5aHFnBxfNum97qWlN9glLIy+A5aONEahpYMre5H/xInVWmrRNBAOObBEDGGHs6i5nBpwnO0bc0ffreSn/6ss5OsClptwiMoICU+oDUWpmGme4lqjZnlw5+VeNpLo2hOW48di2B4OrcRQqC1YMPGDSyY+wdo63N8vj6cSTojePZnqxAIagKl3Lz4h+gluu0GXANXNlzKvPpHUNtjHPDM7TwNFa8FE7QEkMKCv4VYwOIEPTXQwuKVJ15JeB4Ax2OTRT1ZH16ZtE0DqdzwevdRMR5b8afFD2EsSpISfOBAts+YDmxnTqshZj/U7+92t3EKKaGQkk0be9MYgNLSJsaN67mdz1L4DYFnaeKkdH1mpbAgTbGgtmsoshmJEuilgcVKMxBovnHW15xwaeUU6FNO7HI8hDoecaU0B8Nvo/3Jp11DoYN4PFlorZIWSHRx+TLwucRHc3Mzl19+OY899hj33HNP2/KGhgaeeOIJnn/+eU480ZnTfPLJJznqqKNYuXIl06dP//f0+r+U0bMKMQzBpsUlRFpi9BmQTnVJC2/cv5YRUws4+pQB5LZmKtUKu3kyx37z5bbt3//gKqTcygnXX9/tca4951q2D9/Oiy++SFFREddcc03Cdmtf/TNzP97Dnjf+gpSGc8cdhYxdWeTMyiG6v4ZwZRqn3z2Tqo1VNDy/HT9wbVEffndK59ooa7KKESPHM+kff+xynEe1bk3Nyvs/v5rUjz7l2E+uSNr/h9+6n2XVz7H0wmU0tcRoCTqPYNCi9lATexeWYoW6ptkO7mjPbeJXmqAUpGgwc/2MuLz7eiAAqd4RNLACK9TURXx4vV6ElnhjmRTmD2izToh4gTMVE4Si9dihTLb2+ZiWPls42zsxnnnC+SeFoCjsbKdG1yBTZVuOCsf/wXmdpjXrdr9BlpHHxKGTMAyJYRhIQ2KaBlIIolaUd3avAODX036NYRgYhhFPvGZww/MjeUhcyAPfcKbdtLLjpecVz7wxn5SWUqaefiXn5jvTI1prpJRt5yOFwDQkofJSjLcVke9eT9/zLkBKx3ImpDOtte/JJyAc5Ps3/whD0mkqrtVnRWuNpSGmnfTwMa2xlCamYqTpuk7THx39XDq+rqqq5ZVX3sM0ezedY3jB9PrI/uYk53Nq+w/QMA+IeQW21sTiqestW2Epzf1rN7GjdwYWlHacfIcekzhnzZEcnqeQRnLx0b//11mz9hLKyl6lsPDipO1cXL7ofC7xccMNN3DWWWdx8skndxIfa9asIRaLcfLJ7Xfuo0aNYsCAAaxYsSKh+IhEIkQi7fPOjY2Nn6dL/zWMnN6PkdPbI13smGLdgoNsWb6dZuOnZGZNQBoGRsYqVPMxnbbVyqLb9JkdaL1OPl/yH7qKimYCh/fw7uE9bctOLfwmAV8BtcvBI2rQhknDvE/weU2i+QH8VSEin5TDGUcWZkteoVTEp2EgbinoyadBmiAtsjL9ZGUeUdl3Ovx2VUVCj5GMyQXIfqlEQzaBHB+Vq8vho0OYm6ppKW8htW/3Tp7pWaOhHpSdpJCaNhgxfBgzT7kk4epdD/yD97dnMbpyJiM8EzjlF+d0aVPz7AJCm6Ho5Dl4+uUl7UvFE49SnJrK5ecnKC4Y57GyhygRJYwbNwbTlAhhtvlGeH3baNYBiod0HRRF9k4qgxY3zz466b5bqQzVUQOk9e9H30Fdw8LXh52/zYf/9Oe4xDKQQrZVyY3YLdgiSkBkcfk3vkb/wUfm3sjvss9EWJZjBZNJ6vYcSUxZZPrSevzME5EuJd2XUezQL6W7nUI7EiEthEheuTYrawoFBV9hz94/UVBwFobRc0VsF5cvIp9ZfLz44ousXbuW1atXd1lXXl6O1+slKyur0/KCggLKy8u7tAf4zW9+w5133vlZu/E/g+GRTDljEDL/j9Q1bsJmE9FIJsLyk+LvPGWlsUmaoegIxo4dy9y5c6mr65rptJWqCkegXP/QX0ErrHCMhkdKiabU4Q1mE9NDwYKmxVEgSlsMQ7DrbaHuZeSC6oXDoIEHhJ3UudTxBkhMWocaN8UnDWDzx2XkhC3K719LJGDiCVkU3Hg0GcVd83y01XxRycSHiVLJC5sNu+kb7Lj5RQ6ECth90EPCmrGtUzCqp2vVfagowEn9TuLp8qe59LUp3FAQJhb1kZv7U9LTByCwsVUSh8pYFCV796dttThTa2aCKB+AUXYh26w6Bg0e6vidWDa2cvxPlLIJNjvfv5CuZ8mHK7js2+f36rhHolRr2HbvnDEsZeMxPl95elslz37atV89f04dEcJGyO6lzdAhN7Ni5SkcOvwMgwZ+p9u2Li5fVD6T+Dh06BA33XQTH3zwAX6/v+cNesHtt9/OzTff3Pa+sbGR4uIvXv2D8Uf/hsVL5gFQUDSFYUN/Qmrq0M6NtE1vLR8pKSl4vV7q6upYvGkxaSlpeAwPXsOL1/DikR6CDc7AEMh3Kuhu/cM7ZJBJ4JSh9BmURel9m9G2wvDXoyIKZafQaOawpqmWjO372zz5QWDbNmZvIhGU6tHyITpYSRLlA3GKx/UswqQhyT6hP83v7SdNgC9sgYC6LTWk5AcwfEanwUzE8160ZWE98ri2Dy2C3fZ7+LS+HFikyZU1zrSB1s45t762YoBENTVgV2uwIuhYDGJRtBV11sdipNp7qbKSZelwuHb2tTz9ytPsikqCwXxSUqpobPoVk+ZW82tjEJ9aR7Hs0QUopfBKjeFLQaX2wa4MkwIc2riCQOoAfGmpmH4PHr8X6TE6WRfsoHO+RhLxkR4NUFidxeW/SSwqKkpqyMpN5y9/+BtlFd0XBeyO1imY3osPC083xfu631Zj9PI4ttLdRhUdiRAK2Y3lAyAQKKZfvwvYt+8B8vNOIjV1WK/37+LyReEz/fWuWbOGyspKJk2a1LbMtm2WLFnCQw89xPz584lGo9TX13eyflRUVNC3b+JUyD6fr9upgy8KppnOnBO2U1HxFvv2P8TadVcwderr+H3t10Xr3k+7AITTw8gaya+X/pqy1K5pm0fmpDG9LA9l20Sqm8ioyaQ5q5lRM2bTMHclwkgBHabo3ksBKFm+lPf//DsAXvpV533NtKpoqT3QY5921e1ifA9l0TUKrUWnmjAdMeqXYTZt4oErHkeafgzTj+HxY3oDSNPP+2PGEcoupM2jYlo6ujFKtrA5IEo59tNPGLDc74iYVBOlNVpr/Ol7KBwD0agzOB/Jlal/xdQ2E19fjxW3Q9nCqRMSE07K7iJdw+t9vwWAdduNIDVCghDOc64E/MCL3V+nF4GnMj7qts32CqeWywi/5JyzV9LSUoGtmjCWTOZoaz99RDNUedAILC3x6RC5up554vsAPPFaV+dgAKkFhpBIJDnVVRwHXXxgWrEthUHyz7OgyAkpDsYaUDLG84+9wVcuOZW0jBQa6pv5ZOE6ELT5tDi+KxLDNDDifiUZmWl40x0xUFlZyc6dOxFCxK0rqi3Sp/WhtSZkR2gqr2ffmh2YXg8xw0SmpOPxGHh8Bl6vgekx8HgkHik7RaDtC0c4ZHX/HW07f62T1YlLiGHEEN0I2FaGD/sZ9fWr2Lb9p0ye9KLrfOrypeMziY+TTjqJTZs2dVp21VVXMWrUKH7yk59QXFyMx+Phww8/5MILLwRgx44dHDx4kBkzZiTa5ZcKKT3063chObnHs3r1eaxZ8zX6FpyNYaSQl3fSZ5p2ARCpAmpgaPNQfjD7B0TtKDEVI6ZiRO0ou2tX0nxUX+6+41dkSS/TU4rJSvWy9YM7sA6GkUVp9BvZnin11UfvB2D4iGkUTp/jePPj3NGru2/F7IVGtOwYWkAwFsSUJoZo9RHoUP+FbgpgABFdgqlbKBgylWgkiBUOEYuGiLQ0ECTGosGn0zcUI1174vsDlefloLI5nDaUfg015JVFSEnx4DEMROvxPc7XPagjZCXrvzBo8YAhJAZO2nlPPHODF8FIq13kxQacA9IE4UFLw3mNidJZeAqLwfCA4UGYHjA9cS9JD8LjoWTuBYxI697C98TquwGTCbKYDUuewraiWNEwE4WgefJFFJ79eJdttLK5pbaKaN0hws//gHoxGmvGNVgxCytqYVsWVsx5tm0bUe/8PWdmJPbNsCwwRM8WrzRfDo2xCnaWrOfhB/Zy06038N5ri9h28NMetwUY2MfxXdmyZQtbtmzpoTUgYIdZyo63X2hb9FF0GAdVYodVI/4wEQTjloyht7/rOALTbqwTCPw6hN8AKQSNMUAL7r333k5OyB2fO76ePAVi1ptsmLekzdm44z9aJbOQYNbTIPdRuvYXFE3+da+uk4vLF4XPJD7S09MZO7ZzXYzU1FRyc3Pbln/rW9/i5ptvJicnh4yMDL73ve8xY8aML3yky2fB581j0sTn2L37N5SVv45lNbN33wOYRhYxK3mdiSPJzsmm/mA9OYEczhx3Zpf1j9VFKVlZSm56GtXBIM3H3kNbhoF4glFvfYRcjgfgur89w5+vugRZvpspZ/2i074eftexiHx6zXvOAiE6eC2IeAEwgd97HwcHb+Km5zunHZNaIJAILbCkhRAw46fzMBBt+SEMKTCEYGzMhn7jufSuW7uc0+69e/jTgSZu7Z/KFeM7py+vDYYY/ckOpkyfxo1TJnTZdtu2Vykte9WpjpuAYlHBtJQWHppzQcL1DuMI33kXfh3FuvJB0tM+X7It/b4PKQwqGyqJWTEisQgx2xGOlm1hKYsVIefP86OyMlL/+c+2bcePkNSXNJHoyEIapOf1hby+WNSRm+/Df8oxCVo61DylqHwPzIzEjpt2L8XHzT+7DqUUv7/7QUKqgd/+/jcAGNrLzbf+ENuysWI2luX4jViWQtk2NVX1zHv/bQ5UOhWgpx49k/zCLHbv3s3OnTuZNWsW+fn5bdE+huFMGwkFKfhQMUVzcwsvvvcKJxZnMH3oSGKWImYprJgiZtlYSmPZmpitiCnNzsYQu6JR0tN8Tr4TrdHKsXIEw1F8DWVI6SErK4tgKIwvWEVqqnN9dNyK1vq64zKtNbW1heR4G9GmjY7/o8P/ba+0xoxqDI9AfvIYeCfCuIt6vM4uLl8U/u0ZTu+//36klFx44YWdkoy5dCYlZSDjxzulw4PB/axYeRKGWYNlJY+Q6EhDpIH69fUA/PiqHydsY8d9G6675UdsXPsWtU3P4RfHMzj3fHbt/BFWToyBp36vrb0nJZWBqZmU1lYlPe7EUdG2nNztd4utBV0E6/d4COb147ax52Frha0VJWWv0hIaT1r6RCxlcfBQBQfrMziufw620m0l5W1bYStNNtAvSV2SVmN5orW+eJ2UWBJnzzafjySJxExskriidiIqPfjtKDteu5kp33iyF1t0Rds2e5v2cc0bJ3XbbnzdYH537s/xX5SK6QlgegLoP43DpPsoj8ib/4dPl2D5uk+FrkJOBVkjifg4bBeCAfNvfxl/mo9pN5yMPytxWykl3/rON1k4bxn19Q0U9C1g6IiBpKYHkh5/4PBCJs0czdZ1u3n5zWdZvf5jzim4kIKCAnbu3Mn48eN7TFBYVd8E78Hggbmcfuq/5j+xYed+Hpq7jbTMXO69/HQC3t47tYaDLfz29y1cPKUvY878bu820hpKzoFPn3TFh8uXin9ZfCxatKjTe7/fz8MPP8zDDz/8r+76S0NTU7uZuak5yOOPP07//v055ZRTMIzEg7AfPxFPBF/Mxysfv0LxiGJMYTKjcAYpHsejoXaHU/vj5/f+kr59Shg7HMJ6MSurN5KZ40S0bP/0FSaccEPbfu0kESiGUUVKppfpt3QfzbDn/h/TVDKRyyffDcDy5b9mQJqNP3cms2Y5jsUfPTOXlRVr+en1XZOyAzx9zYtkehN/NVXc2pJQfMSvlZXEobR1qkcniXaRQmN1k7K7leiNa+DBUUzZ+xoNwT+TmdI1sqYn0nUqxaqAHwy9Go/hwWN4MKXZ9mwKk7nvzGWMty/9B3e2XAQR8bDs5OjK3QB4zrqh23Yq6IgPmZrY4dRjKGK2pLRCEKxLZ/Ntn3DaHBh2SeLaJPl9s/nqVV1DkHti9MRhjN92DBt3ruLt+a+2Lfd5e57rawk54cB+3+eLfulIszJ4e4KTufb1RevYf2pyq9GRREqcKazu0uJ3oWQtlK5zhYfLlw63tst/ATk5M8nMmEhD4zqikRQMw2DlypWMHj2aAQMGdGlvWRZPPvkkvpjzw/zK7lcoLXPyJGT6Mvnj8X9ker/pnHbqabz11tvsStlBZWAKI/UGGjNOorZO877pJ6q9PDTl0k779qemUdlUnyAMtvtaGq2Yngw6Bso2Nm3E64Wx49qPo7RKWvXWOVLyaJdW2ZAo94JpGBBPKpWItlDbJNELJopYLwIb8rL7sbrwRKaWfoR1/xhqrl9FbnZih+pkmNqg0F/I7GO/lbTNp/9cjhnoOpBpJDJYTcPmRWgrDFYUZQYQKdl4c4pIySkAK4QlB2AWdM3d0REVCoE0kUnE3rUPt+fsef2GZym1C5m/EIYlToXyL3HBZWcycfsE3nptHqGWMJ6WfPyB5FaTVtrEx2ewUiSjsYPjbdjjZdj8lcQMkwGxMBHb5qTsVM4bWMS0/l2rVse2zgUkL604yI8mHyY1r3/3B6s/BM9dCAVj4LR7/+W+u7j8L+GKj/8CPJ5spkz5J7FYM+AlEonyxz/+kTVr1iClpG/fvm1VV8GJCCgvL+eiiy4i6Atygu8ExuWPI2gFuW7BdTy07iGm95vO5DGTWWdU8tonr1LX5zKOKfo914w4CdXYyDPfuo7pW9aznxeRgYBTOVVKsjz9qBpyDo//4JVOxbcsK51YtOdzSQkMpL5DqKFt24RCRWRmtP9YaztxiG17g+TF5WKtVUaTJKOSWmElyUfSesyamrUUFU1sS9jViiE0di+jKid962WWL3qMWUtvx/rzWMoCc0BbCG0jlNX+WttEVJRKO4KJItUDhrYotKvZE+veuVijEybdiuGhf9Ny+Oe5CbeztAQM9un+3HnXh+R6TKYryVTDS5rHgHhBNAzBntUfsGCWIvVv38QUBoY0MaSJJ/5sSBPTcB7GHIOSVS0UNQ5n33sLML0mhtdLi2nTlJ6Nz+/D7/Ph93nxmh68Hi8pRgDplRhJi/11ZvCoIm766beZ++wK9i4L4u2FoAhGnC9miu8zWByS0BRz5O1fhxSxZN9uPpCSZsNkl+Hkl3kyCk/uquBvLUG+MrJzqHzuOXcQ2PBLQspk4YsPc/aNv+n+YLveh0gTXPYSeD97sjQXl/9lXPHxX4THkxZ/9nLmmWeyYMECNmzYQEpKCmPGjEFrTUtLC1VVVUgpGTBgABkZ7XP6O0p2cKjpECcNcPwIlu98lHfX/wUwmGLs5Fdlp/Nu9Ts8fPQMZs+eQWzLegTgKShA2zbYNocKzsbyF+IxO4cLCuGjN2HAIl7ErJXGxgb8/s5Jy5RWyO4sH92IDzsuLJLlaZBaE+th2qWm9nd8sOAphg75JcOGnd621sRJE94bPj3UxM9bZnBL3vEcXVuGL1KBFiYIAy1MtPSihAekQXNMsytmEfB6KchOA2nwfmmQhsCJTOnmGFqTcNpNfuN1Kg5vBdMLhg9hepB2hMqDe9m74J+IUceQEYmxtXkA0i/ZFYlyadiLLSLYphHPT+Lsa/HABl6bKMgJrcMW2nlIJ8TYlmBLje4YazoGrlz9a+a+kYZThC8cX1HZpZ8j/ZJRfqf/Kl4EUNFafsjxFNKirRyR47Qc/1z7xyzSA5Lb/3h7POKKzs/Koq+tSUVSbacBBrxzExsWWNjCgy29KOlBSS9IAy1NhDQc65c06TP7aoaM7Trt1xJ1xEe61+S+E5wIPaUUMaW4bumnzMXJb3RtaRO/2LecqGXzq8F9GZObxe8376ZkyCRm797IuOkndPPJOkQijTQJRY5tfYYYNxeXLwau+Pgv5ZhjjmHSpEmUlZWxadMmdu/ejcfjIS0tjcLCQs4888xOwgNgWekytNZcMtKxiS/Y9QR7I5IT8wfw+xO+xxsHV/Kzgzlc+OlqPrry6xz666MADH3PSX5mWzYfXTePYZk1nPzHb3Ta9+O3LMHw9OIn8ghR4PV6uggJqyXq1FhLQm/ER7IMlVLrpJaPvLxR7NkbwOsNYZoVHDh4Azt2HMVZZ70T32fvxcd3th+kPF3wk8F38NHXR5N/ZJr4DlRur+InT63iL6eMYdrxgwD4+m1vcWGg57tdw+j6J5oxfCoZw6d2Wb7ft5kdry1h0jFXMnv2VGYDrfkzN9y+hP2D0zjt2kmdtvH+cw59Gj5kwfWLkvbBti3saIR9ez/kok9/xriLtnDssEuxwxHsSJSLF93KtJShnDjq68SiFrGYTcyOoVdVUxPNIHX0ILSt0Va8MJutQWmwnffYTrQJrcURlUY0RCmUkkBOwAnVRjh1Z+Jp3TdXb6KIAAPTCukXjXGwqppAehbasDBVFJ+KIu1mjFgUqW2ktkErpLYptA+zZoloEx+RqMUT//gnlRtXsdGfB2eeSbqv/bpLKfFJyd/nTEcpxd+37OTRAxWUpGaCD35QGYTKIBgpUDSEWfW7GDjltMTX0opR23SQP827lndjlTCgP7et+gOXn/j7br8HLi5fNFzx8V+MaZoUFxf3OuPrFUddwYIDC7jknUs4e8jZvF1roxA8eOa7bCmp4q33q+lvNbFnyGjwtlsHlj7+JLO/fRUH3lxGzEhh2EldowsmGZCuFJv+9GnbXXMiAZFeWkSGhO9+8gpSCILZM4lFU3ht/lKnpLkQWL4qLvCvI/zEz8AwnXLwhunkyTBMsOpAJfahsOL+HGaSzE9SJxcQOTmDOOP0zZSUbKK0bAPV1ffiD2zj00//zJQp3++V+IiGLfZXNtOIIiUCq04Zj09odr69mCEnT8cMdHWQlG0ZXdvR0CnxVSJWDBnLu74Aj74+HwtBTEgsIbGkJCYk0orx1XeewqMsbNMLliIduP293dxTPISTB+W27curQXq6WlFiKobZw8+AYZgYAZOCXMf/yExNJbX/IABsZVPxaSlTCsdw0hG5fBZufpHaQD0TLu1dUbaOfPjsq+Tt8HHHt+/osk5pxYSnJ3Be3zmcedpnL81QfucwlOmP919z99VXkh1rQJnpDMoN8TFgtDRBTldHYikl3x43im+PG8W7u/bxrcMNbev6R4Mc9qZwzIQj6yK18/K873Jv7apOyx6rWsXg0o+ZWTgzyVYuLl88XPHxBaIwrZCXzn6JP6z+A8tKltEi86nr/3su/vhNPt6eQ2Gq5ve+h1AN9dyw8EzKb57KpPVrkGv+yJLgPHY09UcUCw43ZGO8vAApnCykEoOMvAbGB0cwoGZQu5k8/uxTCjM+jZLlM8jD4oFwOgqwxWQsw4tlm2gbLCG4zHeQcyLzsQ99gsDGMcY7/hFgYzABTyzxXL8VT/GebNrFILnlo5WionEUFY2jpmY66zecRkPjg+zfPxGsRqxuqqpqrfnqk6tZOSoAPslf0vKo272dHX95n5GZUynbv5bi73VNpteh2Gr7MqVoXvgRHy9+AWwLoRTYCqGcB9XV5JxyHodHjGAIFl7Ai40HgRdBhfDwSWYujbNPo38shIpGqKtuZNfhFiqtVN7dVdlJfPgA6e1qubJUDA+9c9Rsva6yw4lEbMfZ88FD73E+93VqLy2B7et9avJOxBSWTBzRE405Uz1es2dn1EQEdAjbjEeEtUTJjjVgDBrLnb/9DX95y7ECehPkNqkNxfBI0WYVOWv4YMqHw6HGZvqlpVBVW8LETTWkZrWL90i0mY9X/4UdlRswvWk8GBcefxh8Eacd+wvKgxXctvQ2vvPBdzi+//HcMuUWBmcmFy8uLl8UXPHxBSPbn829sx3P+Q/KD/P1bdUsjQyEwXCcvQIlmwCD2zYMpbq+iF8ctQmPVmDspiWvAi00u5pBodBCo1EoFFafMOOjo3n62hc6He/A+6sxPgq3vQ/ZLVTGSllx/NVJ+7jojXnUerPJ+en+hOv11adjpib+arY6hBrdWD6SRbscSU7OUJQykNJmz95vUl41Ku4v8pWE7YUQZMWzpA5q1lw8pz8v3fEQszLPAsBsSewT0+ro2rGEvFCavuUV+Bq2oaXs/BCCzMOH+fmTD7HruRf4yuSju+zz8UOVfLK7lHPP/gqBhc+w3V/Prdf9lJpgjKl3LyDV294XrTReBCLBtFlUxfCI3v0MpKT2QWrNiv0fMOcYJ4V7iieFHKWpSeSbYgss4/OKD03MSBwSHYk6BRP9ns/npCnqLCrLDrA49gJNUccfaeCEKQghOJiZh3dlFWctr8Avt4F28thEmtr9lh6+5hjOGtqeEbY4w/HVsuLhz63O0IfL1/OL975FxtoAhVUZtARqmTLZy/WTLmXqDCeBXr+0fjx1+lN8cOAD7ltzHxe8eQE/nPxDvjGm87Sni8sXDVd8fMFQYYvogUZUxObgovfJHziYmrQMnhFfbctonlE6k7SKqaQjWPS9dZ2210p3inJp5btPX41tOj/ALeU1HHh9FRkH0tpcUBv6NTDqhtP5yzNP07x4PseTXHz0qdtOTjR5Nd76BoEvWE3pksWYGZl4MjPwZGTgCQRoijl9KIspSsJRvAI8UuKRAp+Q3fp8aK0JKY0pwCudlOsnHL+e998/F39gL6HwQQAmvnwJ35lwLRcMnE4ff+cB7r2hjpWg2DC54447AD+NnnVMsgZTUJ9MfDioDk62WggyTzuVyTc9lnCbN67/PiM/+oBjB3UNtQYojzoDnbjmW2Ru3cw0YFr9G7x01mIAUjpMsVhNTjRIZm3XcKXeTLu0YngCpGmQsZ5rlwAYSoL5+cWHZSR2HI5GmgDweT6H5UPZVCzJZExoLSxeS7aU7Bg3mOwmJydOn6YIsj5Kv0EZpAa86PjcYsRSVNeHCVeGuOGxVWR9fyazCtutZI+uPchjS/dhppg8c/hvPL36Zj4RYbxoLqtwIr0yW7xMaLqKqTNu7NQlIQSnDjqV44uP54E1D/CHT//AuPxxTOwz8bOfn4vL/wiu+PgCYdVHKP9t+3xyhqm5sHYxawaMgUHt7Qq2fYPdaYfIjmZwZCaCRMKjvuwAxs7NZOYORytF5X3ryJDO3V5zZjP55x1F/6Nmx7c3nGmDbhh94L1u1088WEF+U4iGaztnibSFoNDr5wlfFj8+9nqaA7s54HHyh0SEBxvYiGP9sJd27YNGEDFTmDXl71R48jCVjUfZeOQdmCGF4HoArNBWHl75Ax5eCfnZM5h35iP44qHOx9XBkmxYZ8QYjSMsSoxa7HA9x7/3JgfKX2HgU52znsoOPWhFIZI61QIUn3wyfPQBa994m5O/dWWX9aF4yPGGvtdh9oHU5hKs6P1Eq5zkYoEO4qO1XL3lSxC2q3tn+Zi/9G5u3fsySMHxw8/rtG6w8FFLlNXrnmDqxPa8JYYtwexFJeQECAvsJJaPUONhjqqYQe2+w2zY+iLSEEhTIg0DaRrOe0MgbYNsrySQIUEqYpWHEURQMUHGubNJueV31G5YC4/fT/TATqxwmPyYI+peu3As/fK7TsH96uPdPPXODi77y8cUDM7k2ikDefD9HTTVO9NPJrBssM2xPs09/U7h2HFfZ9vLt/Fp7mSETKWxcQRR2xGBlrIc5+oOovSGo2/gnT3v8Paet13x4fKFxhUfXyDsemf6Q6Z7yb18FFPm+3jjUJTt2zxUvnk+h/IPkS37k1kYYGA4m+q+K3l/82ZOHXt7l301N1Sz/IqzGbDLcai7ESgr2sfOkrmkmpnUplUx+KrZ9C/qXJBMCBA9+FwsG/0tJu94jmT3rf3MCKpvOqk/vB2rqRm7uRm7pRnR0kLNtoMMWbeCWYUecscNpnZlJjm6gW3H/gJLKZpbgvSJhkhBO/VnOtTfaAjVMHH/i5wSq8SXkklYQwRBRJtEEKwJHoMR28epwy5j3rYHAaiqW8GU5yZR3OcM0jw+RhWezMqa3YSNLCpGjuYEodi+fTt2SznEggRXrsSur8foUNW5VWTYHa6LFqJbh9Ojzz6dnT/9CUV/+C3hyy/B7+8cTdNiK6TSbWN7S1oR9+8ZSI73fuBi0rwGjcFmth1ajbQE2emHiKZmY1sjMcz2fVna6pXPx57qrQD8ZuglTJtyfad19574IKctvI5Nh5d3Eh+mMiBQyvYdv8DO/zbfW32Ak/0mPz2+Z8dKwxLYSYRLQ22U4/d+jTIRpqIClDZRCX7KJqcYeLyyrZ6R3ZBCcOGfAEnq4CFk9cmmNi7INu3ZTsMPr6di+HFAPqn+xDlD7pw5jPOH9uFbL62jcm8D9+zdCMDoMfnMGiB5bF4F9866mfPHtkcjTf7dn2j66bNsOHsTK7Ke5b5ne/7ZNZKUF3Bx+aLgio8vELIohazzh1H/1h6q/roRr9/kpOLRLN9fy7JR2aybPIe9+U7Gy6U7L6NpmIlRKXhy/qvkZPyAWaNPJi/TiTLZ//7rbcJjz4Q8hm6oJq/ZR4PZQK1Rj545iPJ1n1C9EVonFoQQ2Fs3YkvJ63Pnktq/GJ8/gJSiLUTSkJIa2yBghwmteh68AYQnFTx+hDcNvCkIW5ExOJd+53ZN5R56fT6sW8EtJ49i5NEjWbPlGMpC5Rx90k09Xp/dez+F/S9y9YhBjBrZNcfDnLf/QVD25ffHfJvfTLmKFTWHuG7uOYDmUOVcALbxOpnx9svjDwbDdHsIAy86i1Ouvr6T8HCui/Nc1lgNDAFACdEWBZMIw9s++G1c/gnHnHR8p/VhpVBS8O2HTqBmXwOVb/2NYfXr+WTS+ww48CFN1Yqn9sxlTNb7ADTG/WC3LP0KY479LcLwIKUkpi08suefgYiKUGzD2cf+vMu6BxY74jV6xOl4lAGF91NSAveWDGerdzxbFVwVidKvh4RgwgblTSxiw4G+QA0Tru3HzImOdUArhbZtVCyKilkoy2LXfdtoMgXDriym8v8WIrw5DH3pMfD48BzlZFgZOONYzgmHefuJhzlYW8nuLRsh/yQ8ZvJrcnRBBmu+fzzzD1SzraqZWf2zmdo3k/uWvgb4WLr9DuyWzhlQwzfvZKouYaglGBw4D3AEhtdwroOui+Er0zQP07y5/y1GZI/o9vq4uPyv44qPLwCWZfHaa6+xdetWBgwYwKlfP4k8IwNvURqn1lbw3uM/Y2dBgL35Z7Vtk1lt4B0wmKhvPwM8dfx0928JbHqIhdesQAiB8QsnciH6p9s5+6xv8N4Z55BRcYgV++IOp7uT96c5ty/XBQqhxob2OrptnC/6cC4QmHtdwu1jjYXUr9hP1wTWgB03xccHBw3dpCvrTNs0R9IMqO0Y0uDY/EFsunITYTvKtoZKvrf4pzQ0rmNQ3kmI0kr2eTe1tV85bC+V3l30OTAEe2+IIaPOpqnhAEOOOhFvPLvnfSuqaNHP8/3TL0ALmdRp9khqSku7LAvFp1J8pqRweDaFt/wE+AnWrlX8asYfnEZZcKh5KEePuQf/W+sJB3ZTNeJVFi19C7RAKA+1XpNU1X0KdoCoHcOXIOV9U1MZ81Q9AN887p5O60xl8uKO8/ngwBzuNv/O183v8VH2MVyR8gAfThvT7fEMS6KSmMYicb8ff4dU6EJKhJRIT7sVxzAkypR4hgwgvGUdvrEXUvn8Ifr/rj3Vv+nxMOLUM7h28HBqt2/h5QWbWQC9yqx62sA8ThvYXggyOy7iJvrL8Tbt6NTWCyDBlmn8ZraT+XTOW9dTXbeUKwfexteWOL4960q3M6+/hxE5rvhw+WLjio8vAOvWrWPr1q3MmTOHLVu28PiLT3LUUUfh3+pny5YtbBvcADSQU/EokYwT+K5VTZ9YLb6tjXw6MYs0z02czk5e8y3md/+8jTOyJtJ6XzrhLMfr/rCRQx9vkGNuuou6v/+dgk+XAtD/z870BFqD1iit2VFWBa88xLjJMyicPhOlFbZSaK2xlUZmnsLGobPItENoK4SwwhB/FlYYXnyE2MDEA6KIDzw6nnzLyYjZO6dGkTDotWf8hpeJOf1Zdv7TnZaf+8a57G3Y2/a+v1fRpP8EEjbvdCo5H6iAWN1s7p65i198/FP+b2Um/7fyQ8ApZJeM+VddQ6ur6bEXdI2+CdsqoejKTInQAsTy7iLbV8ip+SNQv98LHEUaR3FYlTN24hxsO4yyI9jiHxgpPefNj6gY3gRH3LrrbQAeGXEl/ozCTus8yqTYcJKafd1cAMCJdavwDe+h5glg2hI8icVZJOr01+ftIZ261hAXeNlXnEZwPSD6c/i2pRTeOR3ZoRBd+vBhpA8fRuYBC3lI9TodfEcyvblAPXOmPUf//K65TV74aCaWaPdjqa5byo1ll3LWtnan4oktozi1fgZGmQ35XXbh4vKFwRUfXwBs28Y0TY477jhmz57NunXrWL16NQATJ03iKTWFiNrJTQf+wdEH3+TEeCVTO/7DXNx/MnfO/j57HjuHvq+9h7HrPTSCg8cPY2Q4jPT7aY5CjvAwe+YkmDmJFZNnUlk4mGnHndClP/61a9jw5rNMTfUzfMQwMIyENUqSseZXT0LfhHYPsB2HQG06c+Jai3ii7s9ADz4pvSFshduEx+yi2Yyy1zDGU43VOBWPMQDFYUTqJwB4spdSCLxy4S7e2evjH+ucwcY+9AG2dRZCGCCc6BuU4tW7f8PIT5YRM8D+56uEpKKhpY6Isogpm5iyONhYSlrQYvWhUmK2ja0VXik5VLaS9JiPwqwCxvY/jlislmWnfhOAvh/dQSyax6AZV7Wdh/Xy85ie3ky7xPAl8EOIRB3L1shhZ3VaHrNjeLWHE/tlc9CXx+Y9gxgr9wMwKyfzyN10wbQNdJJuRVstHz1UvBUatOF8x3O+dgaYywh+6nz2zUu2knHKhC7bWLbCSFL1uCfC8dTsKUmsJlJHsYVjzikLOw6qZ9XP7tJudDCKuOfP1H31a2RfdHqX9S4uXwRc8fEFwO/3Y1lWmwiZPHkykydPBuChTTtorA4BffjriAmc0/geWTh38C0pBtVbM3nh/+5FGDmM6jOMYN/vs7ifM8gIZfPoDz4GYIB/GFK2/9jXDRjGiG2refe0izhr/j879ceIVyJ95/UX4PUXMJTiil/8hrzxXX/sE2EEonjWfcrm48ZBwAC/AR4DYZqoWmcwueKFDXj67OPWuhAnmYdY/eRlGGiulJsBOEVm4WQpcawxADE7Smp+LiXz1rLrQ+JJ1ARCOq8bvJuQso7T/nmas61W2NpGadX20NrJfNISawEg1ZPKIyc/wrOLTqLCinLZeS8CUFO+lzVrvu7MEkUHIAN7GDT6ZO6cOpYb5uxiyeqvkuVvZNGS0e0nHgW8EDgWrhoSIKIFrLoEOifEBGB4w3BOqx3Pu6uXJLiCX4UVy3iNJSA1Vfa1fEwROmJglE/j/nv/gSE1ptSUF4TYEwpx5ZNfi1uGBIaQGBiOjw4GhpAs1JVMC4cJvfQIgUvaHU6jUec6+PydBUUkFsFAYno8PHTZJP62+BUOWLs4Y+roXtUx8SgzqeUjGosCRs/iQ7VbPgByLjoW/9Dt1L5UhYpEEm5j2QpTf74InVC8KJ3PTOwsGrZaCMUji2a8/zDpwGXDbuP53b8F4JO0HTyf6eXHT6yiypfD6tfKKNr4OrN/cjb+1H+9Yq+Ly38Trvj4X0ZrrEgL5eXlTt2LBNaFuvjdao6uZqSxndP6DSFY/00i/ucB8GfFAIG260irG4n2Cybk7yal/yBsS3Ngez0VsVzKCmchVLt5/qhf/ISqa7/NkANb2LllLzuXfYpsbGD4KbMZfvRoTj3tK4Rqa/n4kyXYUhKsLAd6Jz7qLtCklFlkekejW8LoUAQds8CysDNjzB01k5YUL96QxfK06QwRDfiayx37R7zcTTDeVykETmUQQVgaLE9LJRDxoBXEtEIpHZ8x0sg8J/dIU7QJIZxQWCfDq8RreJG0Os0ahGIhijOKef0rrzsHFCaS9jvm3L5DOPWs5QnPr0+f4czMuI5gw/64FUajsTmY+przmUg4tu/lpOcNQiIxpYEpTUwh49VmDTZ++BYA0y/+GqaUmFISVYpgOATN28jRISLRCCs3NZNVH2SykYK3XwBPZjXCo4jZmpitOdQ4jrTAYTK9mfF+xEUXChubmI5hK5upkTCntgQxS/8KtIuPiOWID6+vs/gIhZ3lhtfE7zH4/skjgN77MXhtE5LUEnIsH70QH9BJfABOKn+ABBlMASxbY/QgPu5duYeXVh9uO4YgXmqguQavNFi4+mLqzBEoG7wtNrkxZ2owJzXKgWAdX3viKkYazZQKqPM0csZRzvUMp0zju/8sZ9lIp5yCxx+mpTKTnbcs5YzvFDJk4mdPU+/i8t+KKz7+F1EKPrwD/emTmJFGQpzKrNnfTSg+fjF2GDMX/hB4i1h0Kqee+CIN1bV8utERH760wRx9+lXs3VBONDwSrTXH3n1t2/ZTgaq1O3n5sX00Btrn2AdPGsPmWaeSPv9l7AvPorW4+Ia16xj+wiOMu9rZx64rPqU8FqbouDm9Pr3IMAHDpzHtnGe7rNtU/jF/2JbCM0elc0rfocAc4Gdt640Xz2RgziT+euo9XbZdXbKZqxdcyjWzxnLNtOO7rD/5mek0xmr4+MrXet3XNoQH8RnumAtnX9vpvdKKgwud446Y+AYPZI/rdvu7V66iubmZ08ckGpDaRd6G0rcINWzk8V9ekHA/c35WxIyCDO79ds/hr9HHvwuNKzoviycc85qdQ4EjccuC2QvHzUR4lJkwIytANGwjVAwZVVgRC8NjJMxPI7QGo/Nybccjs5JkXt0XMWhOkrxMa011TS1Llq+lqcpPblFGe5kBCb40L7PyPqBe9iOiodmyEKZqEx91oXwqmtOJESPN9jGCCZQah2gWtaiMqyg0ZuOP3UHYI/DZJtrogxRBlDZ4+77fM/2C05l81nmYPfm6uLj8D+CKj/9FFv8Wlv8ZZn4fPn6Qr7AAe+lC1FILiWYdY1igzyElo4yhYz7E43Xyfyi9DYCM3GzS9C00iz/hMQZw0lXnYz22md1rKhMmvsqfNILmompUTWdT9YAzTyH2/qtYpofgt26g+e138Fid27T+OL/2nW9y8ZPP9+78hIYkxvnGeBKodDPZXa/olMa8IxG7Nf114q+9IUynXPvnQXjxiM/nKwAghaTZFqQZmqZoU4/tbctOdok6oZSN7iYeKKI1/iTTBAl21qVqcSQWwtQaQ3beRzQcxgt4Pof40Erj096k4sNYuJ8TljxK+YmacpyEbeuHCv54oR+pDQwMhJZk9Vf86KUg8oUspDQR0sD5fkia51dT/nNASohnu8UwGOcfwrj0Idzxo1SQTtI9YQiObXkPiY0UMX6OTSxQy5zvPZOgd+3OwdfO38rKaJiN57ZXEu4pafrbey9m54rX+NaTLxBId0SQFY2y9IXDfPzKcxzcspELbvsVhulOw7j8b+OKj/81di+Axb+DE3+OOO5H7POOgDIn0VH+vndIi5Ywnm1UDrkNbVXj8YaR4kKisSqOnuDkwhBCMO2k65n/9qt4EISaouxeUwnAyGldK9pC3IR9xKA+4bRjUVs2IqVk3nd+xKCSHdRYndOBX/zn/+Oh736Dg8FGHrn0MkjNQ5hGfFpDIoSE+BSHkAZCSgpPsLBiiUVAUzw7ZIYncQl7gWjz8TiSaFx8eBLUIWm9Lp9XfAhhIvh8vgKtxPzDILaLldvuZXTBO9221XUafzDxNeiIUqpb8RHUmpQkg3yXY9q6iziN2GES1Y6LRiN44XPdpWvLuY7JxEdKbikCjbj6VkBQseRp+tZX87Xcb2Ipq+3RuHMZRZX1qElDSE3ri7ZtsG1iVeVgabBtZ5my0bYCpZhWtRVVuZMFY05EK0cIEdHUWsUobaAwabLzsY0YPdnylO7uyiempb4WkNhWe1E90+tlzpXXMHTyNF77zS9554Hfc9b3f+RaQFz+p3HFx/8SdgzevRUGHw/H3gLA4BOuAOJJlu58HgTI28o4ze9n77Jy9kXhhBN+lySVtwYhWffBwbYlU85MUlEzya9o61RPn+UfAJBy9bc7rffl5PKtX9/P/Lt+TrmdixGTeP1etFLx0FwbrXX8vY3WCqSB1hkJj9dkOdaF9CTiAyHRSURALJ4jxGsk+9p/jsiZOFIYn3mgOZKzjnmexcuOISO2i9KGHRRmjkzaVgR7dzTb7ll8pPYi2gXiouCIqb2IFcaXYP/RmGMB83q698tIhB2vWyM9iUWiDsQjbG69CiEle/a/iT9Yz0/O/V6ndp9++AI8cxept36TAZO6TrMlYt31dyBWLuBH9xwZhdK+/d1/Xo1ZndhhtVM/6T4HTXNDkEgkSm6fLMARiqU7V9NnyHTSstO7tB8wdjzn3PxT3rn/t7z/f3/m9Ot/iEwipF1c/ttxxcf/ErV7oW4fnPlHZxBQiuh95yJCpaAlHtFE1D8dbzwV9+b6Mh7ZciN/Wvf3/4+9s46T4krf/besdXrcDRjc3YMkQAjJEne33Xiykd0ku3Hb2EY37m4kECWQQHB3GHzc3drL7h/VzDCZGSB77+/+Vubh0/R016lTp6q76zznledFEkwEwdKWsB6gqbPRfXEkNxcwKlIibsV3eZx6VSfxBoLQpTyGaZrIhk7Zxdcz87JzOmyP7duP8z74nNev/JpBA0SO+/PcI57moh9G4/R0boE52BzinMofKVjjoUqyLCdmxF5hmgLOUB1l1T9x7yrLLH24JaOk0SoepnSh4SAbKkEpn1/WPh3JdLEq+uqGQcBQ+bJmA+kJ/XHZPOiGjm7qaIaGburYm3YwLUrjy/VXYpoGZiRLxsTANA1cFQ2kBWzYZbs1I4kRjRKR1qjFJkc+it0kTtLYV/59K/n4aek69m+rQDc1dKzjhkwBu2Dy0tNvQaROjCCIiAhwKIsHkWBtMTYzyFOPPGPVPpFkRFlCkmVEQeIs30YG7o8i9NUaEGVLvE1SIn8rCFLktaygeWuw6cU0bF0LooSmhyn0VlIvwr6i7UiigiLJSJJCQ3UV8UQjB3R0bwBBFkFREI9BPyMUtFLBu6pqq4dCaJIlLAYghFX0ToiKEbL6ER1HtxC1da5hHkXa/FjpqaabCLpp1W8RBAL+IN9+sgRdN+iRk8GyVUtRzQAnzzyNKI+Lb999GTUhhqxhg7rss/foccy65iZ+fOlZGirLGTn7d/QZNxGb458osteNbvwvopt8/DshJguccbD/R+g7E1QfNu8KDDEeNeF4QsJQhEFtegt5DX3Z1+Bhas9yTBRM0ypJb5hgGAKQiCEmUuYRCcsGExpFdpQ0dVpQ/ghK4OiGaWkjHGEFbRoGhigjHUOJdUEwLHdMJ1AKtvHivr/Dvk43I2ZnoEsSC/IWdD4O3U5I63zVOtCfT5EDbt7/Xpdj2+Ur7fT9oU6DkCkgNVvia2arDcW6cDG6hl+BgKRYBieDiDAbYAAmmIaOoEJRSTSXTm9bxW/+qRDJ6yTkCkWybyQ8UibIzfh9gUPUq+3ZbPtbMQJI3moCxQcRTAPB1BEjzzZDJRHo79qKfUdHJdpf44B/JoNdYeK+btOe+LaX5WY7e9nF7dqeUj+VGzkfcV4DFWxqt800dDANdKFt5IfGb2LgEK1Kwp6n3mLZg/djigKmIGBIFrFKbgmhRwJJqyvy6LWqgNIe7asPAwgFZQBIx5Tca0EvyPt1jGoHFAfCZAW0I7aprKphkUsDJD666hPm3DyWzQVV7C6x9Hf2lW8+NEq+XxIJcPZEgRTNjoLtTO/0V2hh0JTjiU5KZtUn7/Pdm69gvP82g8ZO4NRrbuxyn250418N3eTj3wFaGAwVFBckD7IsIIBpWiqX4WH34Dj9qg67ORiEnTLeu/aaox6ipLyFbx7aiO0I/v+uBDk1XUfCRDhCPQx0HVOQELtYzbY/kGEJb3WCK6IKMAH93gY009LxEIkUtAOS3x/FLHsGd5/9dWu67KF/3+7Zyi0fVOAc7+q077P98ZxT30jO7z9EEiREQUISLb2LYKCeaYsu5v7sucydej+SICEJ0hEr0x6OPQMGEo5xMnz9liO2Wz96MIk5LqQb2gIKBU1C7OPlnlsuPsKeneOd2x/C5zW48YOPOmyrXPcNHz37OtI5b2OOmAGaiqmFQdMwVRV01XrWVExNZd0zBwklT6TXCZMo37+fHT++zYNxQynuH0fPqP6WFcjQ0AydvVu+ZZf2C2NGTQAMTN0Ew8DUDUzDYP/a1TS4nfQcMhJJsYFuRNxvJt7aCqK2baU2wY/Yv48V6KrrYJgIuk7QMND7W9aBws3L8ADhiR3TuKWCSDqsceyuNEENIYYDR22X2GJgGEaX4nlrN28HpyW9HhCdfPmPPQRjiyAKjp8wh5i4aOprGpl4/CjeeP4DHE4nV9x4Hk8/+hD1YXj/xeeoa2jgoqv/QHJ6R7VfQxCpMGX8vQaBILClopYRxUVkZ/c45nPtRjf+N9FNPv7VkbsAFlwPqg9cCeCvg7PesrZFyqr/2g9/CLphHvMHvGa9VT9EdnS+x5EmWSPioz8S+Thk+RCPqcR615YPUw9higKyJHZ6biYCDlHGJncMxttdFgYEaprVTvuWTAOX6SAxsWP6qmSLAsAuyNil3x7H0OgRaZg17KhKJ41xCmZtPW9suBPD1K3gWXUCsvLPBbOqoQBSF/ExqtfKqlHc0dZnJ8sIXdYahrBZji0pk7hRk9i5p4jyQDTH9TydM0+a1aHtB28uplnOJfGq+zpsq9+7hw2r3oBmOPmau5F/5RYp/mYBvnk/Me61V0idNv2I56f7LD2Rsb+/q8O24OjBOL9bQei1bzioLKbO9CJG2xEkyXqIIrIZJk6vxOPxIMgyDn854d5duz0AJgxMJFBYdkTV3jNOnslD3yynb2Md5987ie8f/pkaxSC6RWDaSe2LGt78l7Y4qfGjR7Fi8zby6xoBgYVfzuO8q/+A3W5HEEUC3hbmv/MmB6pqQZIYP2IY44+bwqtvvEleXn43+ejGvw26yce/MnQNvrgMsibAqEuh7iCkDoUhlmaDqVuhhEIXfnTdMA+rZ3JkpKVHUQvYD3h59R+bufbG0e22H2mBr0XkrlG6Tv8zwioI4jHVzBBEHUHooi89FKnn0sVYTLPLcuSxLuvrnhjdRbYLBkYXJnpRtMZjmP9cOq0hHFNmLHKmh9SNIR7e9j3hSHjIxfoU3ErtP3VcLRxAsXdBPgIR8hEVd9R+DE3HQEaKuNYSs614lB0/LaIk9wBj555Ij6F9WtsLptnllyZYXQXA786+uAPxAND9lnaIHBV11HFpAaut4uzodpHERARnPKEVi9AMFaepW78Xw4gIg5kIpomXtvKHIpCavpyi959BVGREWSZq6GRiBrTRRt0wMTo5tZ279nL97kLcusYMp0xFTCrn15Tg6ZHK2S+czT/ufoAYx5F/jyfMPZ2JM2axZunPrNy0lYK6Bh5//HEQBDxqgKAJqs1O7wFbiI9PwDBzWbvxRQYM1Ghs2odpTuuSuHejG/9K6CYf/8rYvcB6zp4AIy/qsNmMWBwMtfNV8aZ6Ly3HGB43dXwGA3rH8cU969B3NfHitUtRRsZx7TVWyXKNEAYB7lr0TqvKp+WaEBB9Ic6CjmqSh0GPSE+LR3OoA4Kgd+l2MQ31iORDp6PmxCFkxlvWkK6GmRoqxKU1dLpNimiD6P8k+TCFrt1WhyO9VzKsq+XdxVEMnrcOgJc3LKRvfPI/dVwtHMIV0zm5UP3WlKtExR61Hz1oTfKS3boOKTlZ2JzpeOtLaK7ZS/HuX0g6bTw2mwPFZiPg8yLWN7D3p3nEBRux526mack6BJtMlS5DTAI/fvUhBzfMQxJF7C4nx936DEp0Aprv2MnHoXE5XO2zoxpqavH77GTMfhzPXYP54Z2vKW+p4fb7/tyuXf6bV5JQ8jPRd+3D1ELkPXguqe71CPkPtrap3j8O/vpT62vDMDE7+Q59vHMvB1J7ApAbIeQZsZbyq+xy0BjnoBEINTdjj+48mwvA6XIzbOx4Vm7aCkC0TaZZ1WlRnDhEgWnTBxPS2rvRRHEINtsqcnNvJTFxBm53b1yuXkhS5y7GbnTjfxvd5ONfGQOtrBBz1T/Qtq3FFBUQZBBkTEEG3UAC/BuqqCv8hZCjFNEpgQChcIjdtdaEdc3LC5ECdaQ7AjhkAUGACq9BRdQQRElCEgQkSUAWBUJDHdj3+xgWktC3NrD88QU4FAF3oUJA8vJ95TMdhqloJmcB3lXvsyHVB+Kh7AsJAROPv4G4oBvoR3FRgOTVa62MDFGItBUtMSdRBEx01UlAq6e6fC9e2YskSUiijCgqeAMNxGg6NBRZWRhCJBtDUkCUqBRNitUWy2okiBimiW4aqIZKSPWjoJNX7mWbpwGXIuG0ybjsEi5FIiOU1+VHIYoygmni18JUeZvxhYN4QwF8aoCgphHWw4Q1jbChWc+6hmqohDVLqDwp/VSUYhs7XpiHIMuIioygKNY5mwAG1Z+8itKoEyOIUGPFHWiahqnb2bcSUnqtRZZlJNmGpMjIsg1ZsSHLCpJiR5IkZJuCJNuQZRlBFNDVAI6ozicgNWC5LBRP/FG/inrAGs8hxdKEjCRuevd1AJ6+7HoIFlM9b1nbDk478d4A5k33Un9YP56BscimGLmm4PMGCAaC1AScDMxdTerEUzGCx0Y+DMNALtqNKZtoZgBoa7/l8yX0L0mnSfaS7HSjSSZBPdQhTkM0whiSjOB0IuCk79OLrQ2mCaZB5VNnYwuUUL3qJwTZjqGppFcUUC85ya9o5vqt+YyWFP58XG/SbDKKqqIqCm84NGKdMqMmze4w7iefeoqbr7mGmMyuq/smpaQyZ9oU8sor2X/gAAB9evXk/IsupqR0Ifn5EBtzEQMG3IDdHocs2ygr+5TCwpeoqrY0YgRBZvDgZ0lJPvmI17Eb3fjfQDf5+FeGbKepx5so+R9As4ogaYiKCmgIpgamTsgYQljIQW1sxpRFTMmGYArIusgdcpgXNIUNZUE0w4kTEUUwMA0dA4Ha6hp05I62EYdJviRxut9Obr4VAyCICokNeWy6eFNrkTXN0FB1naAapOLFmfTdVAybnu1wGjpQ4oiHCQ9TUhdNyQdHCujTEOXHMDQHH25/lw3Z33do0T89lXnPD+t0byucswQeTgAsM/piprEOS2XyIgd8uGQQz//cUUV0nq0fiZKfnp11LIjYTZMnKn7iiS9/6qzFEXFtyvMAVOzuqoUEPa0Ml8HCxxz31NNAm8VIDdpZ8vrRAyEPh4mJodVStns5f790A6KiINrsyHY7kt1BqPgAIFD09tUgCCTMuYvozIGd9qVH0l8le8dYGjFmDuakeq6//ByCQT+BoBdfaTGEfKwv+IoPK9fy8fhH8eSMREnPJhMYedj+1RsX8sHTL7Hs/Tc4f+Kp6P4AAqAcgXzU7fqR7aU3YM6CillQsXYCzaFYEu2PYZftCPUaeXHlTLztDGyKjSG9B5JXX0xzdQOxqQmHnZiKLnbi4hMEECR0WxzxgaXw89mtm04DmmPjmbRjELVOgZ1GmLc27IX4NjKRHuth2LAh7bq88fzz2fTdd6zzegk0NByRfOzZs4el6zYQCoWIiYnhvPPOIz09HQC7LRUAm20AbndbSnpGxvlkZJyPqjbj9+dTVPQqe/feQ3zcRBTl6K61bnTj/ye6yce/OGKuOIfgwVk0fLEfvSVE1Kh0Yk7JQTjMfZEG7Fp0Jw36GqacbKV6fv/DNGLFVNae9BmYJg8+eD+nDE1izFk38f4X87g09yp+Sb6M469/od3xTNNkw4lziS5pswL02ryF564fzYB8E7vUXsjpEKKXLcPbWI2p6ZZwmGHpW+zY8QHPl//C+2Nv53zBBtGxSKKV1WAaRqSd2fqseptZ8KmDAcNL2S5ZK/Mnxt0QITwaK7d9zka9HibeYGVBmDoYGhjW8x5/FXWuaGw2D4JhMHbTB+RQTOWkM5ElGVWz411mI9UFZ43vTUg1CGkGYU2nZkc8stwxdgAAQeClqho+iJpDypBZOGQ7TtmBS3Fil2wosoRdVLBJCnZZxibL2CQFmyQjizI/rt+HmOHimptGW+eqqhihkKWsKQggiOzdvItNP+owcw5yxBVid9q54qlR+Job0DQVTQ2ja2E0TUVXVXRNQ9c0NE3H0DQMzaS0dCGa5sOhXEXxugzsHge22FjCgQBqMIAWCqI1NuBQTNJsdfQqt74zhWsyiT730U5P31vnJVkWKNmkYGoFiIqIaJcQ7RIew0bQJuO0u3DaXcTFJEJKTwB2B5dTpgl4xs1EsXV+bZNGzCDK/hpl9RrPXnQRGTXVDAUUd9fko/7Az5gxIDaI1JsmsfEm0fZGei52RuKcstmTUIpNscjSnn17cOPAkxTbrh8lVI/dCFBdmm+RctOwvpsR95p58s0UVp0KWhjBCKM31hMq+pqkwEEydYHnEpKJmp/PqiSZAc0G5gku4gSzA/EASBwwgOy8PNZt3NilOFhLSwuffPIJ5eXliKLIzJkzOe6449q1EUUrTsY0FXRdR/pVX4oSTUzMCAYMeIQ1a2dw4OATDBzwt2POzOpGN/5/oJt8/BvA0SeW1DvG4F1bTtPCAuQkJ1ET04+4TygUIhiwDN6mFsZERDAsfYtTpk2EXEivW4NhGFR6G9FMDU23RLMOEY+g3cGAVStxuJ0MiB+AJHQhrgFExyYTHdsxLqF813NUxQlsVoqYO67z4maHI1xdCuwnOzMNtVEnJpzAnAHXtN44K/M2sTHUCLMf63T/w9ftqqoS3vQJ2ZSjNOXR65yHAXhy2QImZ9r40+z2WS1bCu1IaphOIQiMCYTRcoYxafpvT3n9Vt6PrAi4og9ZDhxAexXLUSnj2PTjWnJ/jmHq6UarIJfLE4vLE3vMx/Iv/wWffyUnz3kXLv+1UmcbGvbs4cDT91GbW4Igmriat1O/9yoE2Yag2EBREBTrb2+VnYlRx0EzsKJN68QA5kS52Bzq3LUTUgNIpomidB174K2oIGy/CFk4QGrvKNz+LRhCOeIRsqeMoA88cPxZlkti++KbaAnnEn/XCPyqn4AaYGrSuNb2dd4G+iT16DBRZzRuAMDz5kh+C/aSxbzJA3BHKZR9nMf5xVaMh7Iqn5TbOv+eV677gArzYcaOc7Cx8DsotIOpADZM7HhbQhw4MA5dl8nJyeHcc8/F0UlArhypa1RTexc//Xw//WPvw/DXYwhh0oecjjuxJwA2WyL9+v6VPXvvxm5PpnfObb/pHLvRjf9JdJOPfxMIiohnaiaBnbWES1pgovV+efkX7Nl7F0mc1mEfKXLzNiOVR4WavQAkJKVTKkusc1Vy3juz0OXqdvslXC/xyss6jlCQldeewfBHnsOhia2++t+C1Ehp9b/seZu+qWMZkH3cEdsbkfaizc4mYyXIcNxbx7P0ksXY7Tbm1WzEf4QUx0PQgj5qd/1CeNKj9FhzJ71yXyAw83qccWmApQD6a1i5Q11HhRoIv6lybfu+I3VCjtoqAsGkomg/0XGJuKOPHpNxODQ9gGke/ad94KWXiFqzizqbxxI5yz0IxkGsU2x/fcSYbOzHH4d7uowybBh6SLMeAZ3AZ3txJXd+bgE9gONQ5svm96B8Cw31At9snoaJiCToNIdiEaUEps+AoZeew447/45xYEeX424u3kSNbxkktr0Xqq1FUtwUfLKC+P49iErwEA40Ynqc2GKchE2t1QpyOG4NX0dPsZI8uR+/P35ApN6QJWp2eNaIedjn/unKQnY2x7Agyg4iOHLK8O+JQbRHoVYnYYQ1RJt1/UuXv4yvfh+iqNDUvAUydJSqgZDowTSDGEaIcLiRwoJUGhoyiI1t4YwzbqZHj65TZhMS+pKYcD/19T+jKKvJ90WqOpsQ3FjG0DlPWdfEW0dK4mnUp6yhpmZxN/noxr8UusnHvxmUzCj822oIl7Zgy/Rw4ODfAFCFBoTDQvDtdjsupxVpb4rWSmn1wfHsvOFzmiSNn3rOoTRuJ3ZiyHCMZnzaOGRBpkmtZo3jGxaOzmfOZpOszaXUzzmbHkBFvIBu6F1mk3SGXhd/zTtb3+KKHc8Rbi613CORYnKdQQ9Fsipsdh4e/Rivrn+DMqUAfyiA3W4jS9WocDooeOnPyISJP+vPuFM7WoHKfnqZHpsfodAzxroGgM0d2/r3P2OBNhDgnyUfx7CrrDhRXM2o/mheuX45ALaonVz91Jm/yWRu6IHIivoo7fwBfAmJjF21suN4I64hQgHMUICmhevw7wZ7WjKudPdh7UzKPtuH3EWV1fS9i/ilpQkeiOUQuaoPTsAbPpVR2TsQZAWdWhSng8EXXmj1GQ5hSl2PP3/lI4RywqS0TG19L2BvwBGOIbowCqOoET+N7fZpcQTYWL6T8ActzJh7Om6PB0mSmG9Mscw3Grww7RSOBeKeDTQ11bW6PhP/cD4AZY9/Qn3UfprnfYjksoEkUer+FmIiO3pArleYccFnAKhqgB9++Afbtzdhs6mcfPIgxo4956iftSAIDB9+Kbp+PqtWPc3evTsZm/l7QsIz1CjfseKHVZhiGM3WiBT2oNus+CafLw+3u/cxnWM3uvE/jW7y8W+G6Jk9CBc1U/2PbeiNxfQwbkFLaKFo5nMgm6z8dAgIJrY4lepaO4/e8zhIIggQEyfSPwHW5cYyODyEzy58FZe9ven/zhV3UhUs4p0TJbZeNIKbjeNpqShm0/INSKpI4WV/4Pi0C1mp7OWAUgnC4fVTTGLNAFfzMTYhCFjr58HAesBRcA1wDXV73NTs8lgEQBDImlaLM15DEMGJyEWJyfjMf3D6kLm01AR5svgh5nxxMnbDSb3TMkMXeD/mhEALZWuG4j6zo7orfksXo2eLJe1deeIbpNmckVFi1UD5NY5y07e0VP/JyrUCCEGdmpJmRElofQiilfUjyCKGoaL626dghr1xhINe7M6Ohca6gm4EgWOoeBoKYXRR8l4QRQS7Hex2IBbBbo1L9LR3n6gRN5XchYskOqYHzubt0GemRTwn34q6phhWw7g/3YTUSU2WcEUxX86cxY2f/4ipaTw/pBd90lJYtnUX2+qbiEs1SSCN4+e+iTfsQxRE6pxeHKrO6AcnUrU3D7XJh+4Po/tVDL8GkRCm7XmFbH/uOeuFaXC5YvKVNpxm89hro4RUA6Wz78oEgWrjfYSwAKbJIUNhf/l20o+7FlMPt1pTli9fzC+/rAEMBg2yM3fuHTidscc8BgBJsiFUj6WiIozcy0OPrL9SU7IUXfFjYuBUsgmaJVTpC4htbqHp/YnYT1uInD766J13oxv/w+gmH/9mkNwKydePoOblBXgLiwAQmyH+4CTq+67GrWUhIGJUC4QP9kYJxpLUMw5JkjjlzBkkpMSx9JbPqVGbmf3xSfx19L2cNKytVsfY1LH8UPADcfY4Pjj5g9b3t+6/GIob6Rc9BkW00ddIxzvaKjZnRmqUeEoOkl8XQ2nCUEJZWYfVNwFnoIHBSjxgEtiwGsUjETtnChg6DuNzVDEdW+8BqC0+YqvXE1asPWePOIG91fsJGiGMSECgJPkYd+Vf4KX+6NUHOr1OYqyVSVA19QmiR5xKWnybdSRkymys7KhyahNa6KPn0vyGJSjV6kiIzDM7a9JZVbKVRStuBl1D0DUwrGdRD+NH4fuUOeiChGAKGEhooogmSJylOelRHebzRzd1OO7R0GflQfo5KzgrwcQpR3FFv64rtK5Zcz+athtBSOyyTSvCIcxOXBGdwfCHABtSTBsJeuOhV3D7+zMQCUdS58Ghhs1Npc1B6sVftr6nrfwEEa1T4gGwMN7Fu787m9FlRWzO6MEpdSrUlYISCymxgKXBcfvynW07Of/BHH0FJzvsZIzoqFD6ADMB2Lt9KwV796KqYVRVRVU1RhTXsEHtvJBhZwhrOrbOyEe0ExphwrhluOIzrUrNhtGm/Cu2xW/U1S1lytQvaGgYSlRUNqtWP4ok2ZEkO7LkQJatR2rqaDIyRrFr/Vpy165qtYoIgpWaXrq3EEUIQUMtCSfOIWHgxHZDMk2THi/VElX7GbokIb7zOzj+LzD+Wis9vRvd+F9CN/n4N4QgiyTffCbJN4NaXk7enJNJG3YuI656u/VGF6pt4OCflpIsmlz+9Nl8+fxHfPviQkwT3OFEEmWdjUIz92y6h4c3PYyJiW7q+GXL7TEsqn0qq5gZT0ZdKj09VhR/lpnIxLlntGuTu/hV8tdU4mysItZfRm10D0Zct7DD+M0PxqMkQcL9r1qv7/scNXkatkteJZS7EfsXMxEiaqnJcQk8et5fO/ZhmhimiGh2ESAaQcyoM3DEdpxYbJ2Ejejp+fiqTBTVd+ggcFgcyPq6ASj4CUU7QFIQZOshygqh8nwSmkuZmhCiqqiIRMOgb/+BKKaJjMnqhlIUM8zsaZMj2RRCJOMHdtZ7+Vp0c0qMmzibHc0bJLS/lhXxNrb3cKAqArlaOrmWMCg/1S1gkFvh4h5D6RmT3e4cAsEPcTrBprT/bDpDfLWArc+ZlNz2GUSqHiOYxJ4zEseAnpZyriwiSiJ6IAR4EF12TNOkpNLLo/5sIIANg+hlVYR+3oeh23DZISka4twir67dRP0uD8XLhhBz8hzE+ARyN2dgIPP1Na8j2p2IIkgCSBJIksm2Qb8jtSnA9xefxvqDhZxW0gjAM0YLsgBvaU1sVzqmqW61dVKN+VcYMHwkA4a3Dy5d9NKTiNI3jHn7baCtlIB5WBjLoerEJgaaQycxYTTQXsPD0K2A7kNy9oIodln6YNCgJMrKIS5uJ5qWh2lq6LqBYehomgmR2od19TLV1XexdsF3BEuCGEaEMJht1kaHYbDw27cYdt6cdsfw+1Ua/j6RDP0AwZybsJ93J8KSh+Gn+2DrhzDuDzD4DHD9tpiibnTj/wW6yce/OZT0dOIvuZi6N9/Ct2IlWW++yfdv7ae6PIihuDnlgnQM3aByTxrOpH3Ep0fjiN9Bn5y1uIXZ1OphBASqwlXkhnNb++2RMJxX9i7hugEzABBNkQlJvzviWBbEjQe+5uv4GYw1djOlag1rFtyD6a3GnjUWtysaU7LjCdRgSr/SHYiYow3NSnEUZGtV7K9uQPMGiM6xLBcr8mp5bV8FGPAK8eimiqFriJJs1Y8xQdc1QhFRLMPsGAjpEDSGJHZc8dcli9QlxzDjhIOdnp+w+hSG/244My7smI664sN32PhtKQ9dOZv5t1xHvCea0+94qHW7/uc/E+90MfWksR32fW3dLnYHNP4xMJlBqW0ZQzcYBj+XrmNlGfywVSWsGgSzJTbHxrE0GMMbdeWsHKOQ7UmzztWwrDmSeBVTpvyl03M4HPqg4xGdWQhig0WGdAHBnknjVzVATbu2mpDIhNkeWJeLWObDtqsRgHvGpvJFzQ4avQqJUSKypNEc0MmvsqGGbawrHEhmdQ2g43vVEr9y9j4LsjLwNpkQJWMgYiC1Pgf72HFE1HvH9+lJZZ92Q+FULcRLe5dyXs8xuBUHuhFm7OqD9PT6j3rO7yx+ng/zP0VERBQEJFOkTvEj2UMkyydYlXUP+84IViHdSHsRUZCo8G8mzlPYoW9Dt4iwaDt67Z+cnCspK3+ZtLSzGTTwifb9GBqaFsDnb2DNmoupb3iE/rOgqSSdMy9rH5/zxhef0zzvfQ706Nvu/boqH2e+uIo55mjuUg5QVbgAd/3vSTz5SRhxIfzyGPzwJ4yfH2Bl1jDiJ9/K0F4zjzrubnTj/xW6ycd/AJLvuIPok0+m8LzzqZ3/LeUV/UCwk55qkjxuIFpEfr3HyEZmnHkde/d9T1nZKwxt3sD4iS9RXLyTj5euIzejjXy8v9/S/1hcdDJVLQVc1TCWJwe5OKlCY0SjTq3Hz6/Xnn8aNZwHF36H0vtknDHjYNE6Jm170dp48LPWdgdqUjDigm07CrSSj7rCOmKBJe/ux/leIcXhRPTwXoZP7830y07lvX2VLHFaBKXWZSen+n14+H1+GXE7x+16BkUzkYA+WPYKb0jjUJRCWNN54uvvAJNfykLM+mA9CBAI61RV+bgyexQp0YeNqxN0GRYSed80DGtV+uv6GmbnktwAQ50KywMarl9l2oiiyInZk7j+/cXoqoFil1A3+vn4xklsaNjA49UpWGdrQdMsuXSbLYZjgS+zB4ZgY/BfLmx9r/HbtahVDQgYlkstYp3Z5ottbWOkOCFCPt4o9WK4+lJT28T08Rm8e8aIdsfYM+B+AJrtUYz4+Xu2f/QsMevWkVTyC96+GegJsQiKDVFRIqm9MnFNmRiujpVcD8Eh27l9SPtVfrJva+dxGL/C2tLVNEsBRkj90E1LkybejGGIezB3nf34UfcHuObDKzBMrcP75iHyIR+dfNhscQiChM/b0W0oijI2mwebzcOsmYuoqNjK7i234IrqSJjL1q3EAyyadjrXLtyJjICEyY6NldRrOqde8AArV4tMqf6Yjeu/IfH0myB9BOYFn7Jy2X28ePAL9urFsOJW3nS8yfi08R2O0Y1u/E+gm3z8h8AxaBDuaVNpfuMVmGSpjJZXCbx27xoC2U48wNehHHyFa5iTM4viYono6DLeffcDwmEX8cRzRsEZFHgKKIkOU2MvQDQDHKz8AYC/TrdW0vOybby9zsewpo66DTZJxBQETBNGTzif8r6TufKTdRwssyOjY0fFJqg8FP8OLlmhf2Q/QQBEgZbmBsIlXwNgDzXgNdMxtINogSVs/mEJyb17YJgSqT6DR3umsW3U8zTmvUCf2i0cv+3vAOTHxFLf6w72HixC99YzW26LUdhRXom+cyvptj5UEE9zcVPrBKupBqYsoB2p9ozZ+l8HCBHzuhHx85tdiEh1hvRIWqaud5zQAJxuhYBX5ecbJjP92RVc8f5mJo+Ipsfefbyx7n3umAix0/5OIGDVpbHbu64bcjgkXcBwtD+f2LkTO23rW54HRgu7Jg0m0a7wQWoZ9360jaoKb2ub0oaIJLyu84dvn8Sv+uhz/mTmfLuZeJ+XVc/eRfTCdSQHTBqiJTxVjUi6iayZSAYokbI54T/8kbBxdCvG4dAA5Qi1hQ4hbGgk6h7e+P3nv6n/dscyNOydFD5stXx0ppjaCWQ5mmCo7IhtbDYnPXpMYs9mpUPBuI0HDyLXVFLQfyQjVTuF6KiY1PlVGv1hHpyUw6DhaTD8FYIPzCPQXI+phli78Xle3fcpW0WVUfZo3h37J57On88dy+9gbu+5XDLwEtKi0o7xanSjG/8cusnHfxDS//Y3Gj/7jOPK83GfeAILDKhaWEpUXQh/ismPnj5UlhXRb9tTSNERBUcgKqqZ6667hxpD5rwfVzMlzcfTx53NxwUb+TJvIaf3nM7Le3QKoqwJ9coJbi7asoFLV7kYflzHyHlLI0FgS7WNvWVWWqaGjJG4AiNpCb410dREZ2I0VBF8/WpcgLfsW1Keeb9VJKxnxg7KglvxFjaiRswKWYN6w9pCBOCUIWkwJA1mzeLrVS8xa+lD2AhR0Vti0twb2f/TOg6uWcS8JWu5+JSpxEa5UHXrnO8+fxyzBvbrMO53Vs9D1LsuHGcaAs01HWXZAVrqLCf9olc/pFES8QQ1TNMktL8Y//YC0KR2VorDcUjtUtM6P/ZF47N59Zu9bKhq5u8XjeL2T7aydFk9EMUSRvDIsptoCNQTHHEDAA7HsUlpS7qIIR9bCu9L4SaQRU5avpk/ZSdx7qCeTL5zOl/vrWJatoczX9zAwf31nPn024wZrbOx6WMAdmfHknuGzO1fC7gWr8OQBBrvupxJl/+5wzFM08TUNA4s/wFJPLaCiIegIWA7Fv0XU0X+v7ztqaaGW+yYHWMYYQRDPua0aLs9DZ+v84DpXyPoa0Hzt8nrLy6rZuu9t+M0dC6/7ArG9M5p3fb39fm8uLmG4eMi1iPTCv3OKHmBS976mO1OG4MFhZcH/YHjxtyIIAi82OsEXt3+KvMPzGdt+Vr+Pu3v5MTm/HoY3ejG/zN0k4//IEgeDwlXX836Hbv49sOXKU/JRIwxmRzjxjQMhuW2kOXPZ1VwNwkD3UyvL0McM4+KcBLXvf00TldvqgLZfFqdyOaDazlpQApfzrwPgIQlm7nysPn6o1HjqC8r5h1Go2o6f3zte1RkykKp+PcGyRd3t1sVC0od9qQlAAyuqoeqDey6+wqGpa4GIEVoX03W8/0acloU9HQPLUlWHMQXjzxJdZ8xGBmp7dpWJ/UjZ8oi3ok+iK3pTtbvXUxGUk/2mgK1e9bxXHkx8dk5HPQ2EA/tCov9VtQc7Ly0fdBnTUZ6cTFZ7v4ICHx19d3WuSOgSfWE7Z2rfEqR8VyRW0T03mJcArgFAYcoIOomP6/3IrhkpmXFkeS0c8pfZ5HX6OfVdz6lokWjMSML296fqe93AQBOZ0fyUesPgCDgkCQcsoQsikiGgHaMd4CxTU3sT4ijVHFwS0ULdxVt5BaPxBMhhSf2N3Moj2NHXQLblpfj7mW9FqVGKnoI/PWPMr8feBYXj7q/y2MIgoCgKDQL0dgxqGpqIspux2mzHfUzC5kga0cOPgbYbis8thM+AjRTQ+nEumEYGsIxiLsdgtvdG693N5rm61rWPwJBaB8A2y/Ww1qHCyEqph3xAHhx/h4AznhpNZLdIrZjpYdoiv6SWqWBhwfcxGnjLm9HkhKdidwz4R7O7X8uNy+9mdO/Pp3ZPWdz3YjryInpJiHd+H+PbvLxH4jd/3iCPk0NpFcVI4giAUHAFESGChDV0kQTHpoKPZwxsIjj19TxrDaNFdpk+sRVE2N4CeGioDLAe7V+Lh1irZ7e7SQg/oSBVpDbrsIKvi+RcBFCFBPw1woULC1g+sRMDuWLiLa6DvvbywsgwiOaTBefGsdxjWRVFW0YcRaF7hBnPvMMT/zhTGwtGg1l2zB6pmGo7SWnD2l2HDfkJH5c8jSlhd9w2ZyXmDjkr9z36BM4msqp31lOPBCUFbLiYru4ckdZsYomvSZ0rjx5/GVzaKzYhdDgJaj7WgMXTUwEBbSWKoLuzmMBZqQnMS2viAbTwKcLlHlVgk0mxNtQS8MQ1Hj/uokkOa39bZLIwIQo/BpEyTqmPQqhub7V7eL6VfbCq1t28WCjinnYZCOYBhtVJ5TDnntXERZBkwRUEfxykGFxJei9BpAwfSyyTeL42jrSczcy9aqLuW3HQQ44o3k8BB41RC90dsxM5/V4P+HKGynyzqbOeQE5SXWE9AB+PciXRRvIrd1JZwiEAlSUFiGJMpIk4Rfj8APDtxRYYzUMZF1D1jVsuoZi6CiGjs00rAcmjXFp1G/azhvXX47kCxDncCJGqiVbz6JFYKz6gjz31eMooowsKsiiVX9HFiQqfbXoHjESD2IVUDz0t27qmKZJhVFFutAxg8rUVTCP3d0W7RlGVdW3NDZuIDHx+CO2le12wi3w7EUXRQ4GUXoLBHS+WFvMGeMzkSME7f2rx3HT59vo0SsW3TDJ3VnDBncfsmOykY0kTh9/RZfH6RfXj29O/4YFBxfw1s63OOubs/jD0D9wzfBrEH8dx9SNbvxfoJt8/AdizkWX8+PLz/LnV97F7mpbbZuGwTMXnArAuOFpBHv9Bce+xxgsFDE82cvXt12B3xtm1ee7Wbe/FmpN3njEiq63e/IgsS0YbYS6mUuGWeJeqmYFWT58aj/OmjyY93eVcd+H21i2thTTIyO0aAhKPVpLf2TPPs69WyZbG8UHNVsgEt8ZI/iJi13DqdFpNNnSeECaxQSfnb27tmMfm4O5dD9j7ryGp5o6BiIemlIFAQIMRNTzAbApMvfd9SdCYZXZn26mOr+Zpy8fTb/kY9DA6ASiaHapvh6XmsiVzz3R+Ubg+esuR+jCxZHucvLZbKsGy9aDZZz75mZUJMizXDk3TkxiamZH9ufTIEE2EXochyv/DVxbn0JIM4mKSmrXbnN9I6YUxT1RAmHDJGwYhE2TwhQRwe2gKdkFmoGpGRTWN5LkVwgUZCEUqBQvWY3fbWO/WUCL6WdsZjrL01P5fPd+BEHknIHDWq0S5eU72NPYzKCe4xg0qH19kx8+Go5d6lxT5LuPP2TivrY6O08lyyyLL2Zc32wCqo4fnSAGAQyCgkFQMAkKBiGIPAT6lOfTu7IQX0MDuq4h+P1WVV8i7hwsebhxUQns7xFkvv4dKhq6oKOhowk6hmAF2QpeAQEBwYw80/ZaFHUcpou+FWmU/DAfBKuMHYJArbYUw+Xjm7VvR/Q6LM0OSbTTLNtJS4jBITlwyU5cigNblKUnU19/dPIhyh4QbWQMGN96TFMQqCqIpfq9g/x9Xj6pMzM4cUImU/sksf0vs1r3PfmDDewvbkQ3Vawa00eGTbJxbv9zOa3Paby+43Ve3v4ypd5SHpz0ILLYPWV04/8Nur9J/4GIS7Mm6MbKclJy2vIUW355qfXvyX9+2ZpHH3mMMjORkwdaptU17+1gUEmA/tioPWymXbbje3LyV+A/5VLqti5n0IHtPP3WgojCqcAd4TCxtzRR/PGnXDqkB4Hzdf726U7EFiuIUmucgNY4gaj+9yGIYeJj++Cqbp82mJJxFrcNu5vzq6oweuqw0E/Nwv2ccsYlfLf0Xny+ZmxGCmFRZknZdquCrChSGbIYjGGaCFI8dtoK4LkcNlwOG70SPFTnt/C73h2L3/0mdJK6e2wQ2qVwHsLerQXk51YiyQIVssA7ueVoKCy+fjSPLdhMVkIUt5/aMT0XwKtJ9HBAzJQnqa/aQc7u9WQWCVRuP4d6ezToKoS9XGkCGWdw40W3tu9gUvuXNQ2VXL8lwK1SMY2FBrkb4xkxJAm5zEuzbGmfPPbAU6TGZ9F7YF9GTB7czh2iaVZMgix3jIdQTRNbJ+TDMAxiaxxUeOqwzU7D0HXGzW9kiKEw8vLOg1+7xEVnsuqh+9i4cxNXfPFtp01OvvldxLxoMp/oWPytfE8Rr3/2DpecfD69xw3osL20bBv79p1F/8VWJpi5UgOEiMKvgDBKBhe4A+1TsXXADTRXWnX5Doeq2igueYOCwncwTRnDkAERzEMxQhKmIWJz1xKfPp0Z19zcbv+K8hY27a1jy8YKvF+X8Pm3JTSnOyzhFBEGhgwu0zRawhK2spEIwNIXPkM0hQhrF/BUNtJQt4KA1IQhixiKhClLGDaZFEXijCYHjdsXcNPXC7jihDsYN6dry0k3unGs6CYf/4FI7pmD4nCyd82KduTDM/16eH0RAHsfmU1yegy2YgcD6/LZrq3kp707GVhluVJi7xpLj9i2SaTxkZ3k5i7jlPpGaqKSyI9JtESoADMQJGQaOI0AL935PF8OnMlfnKV8KtcS6tUXwTT4dksRC9z9+W7uChI9Mm6bDUG4l8qGKua8vZrz6hch9Z3O9zV7gHiSElKAAlrCLTz28x85EQ8N+cWcnLWLBZzDRftN4JCPPxMJDUmUsdvTiFbrqGluICm6LfbhkMdhfl41E9Ji6BXTVZXVI5ALoXPdkM6ghcNUF1WT2isNUZYi/vX2+677eSeb5lUjIKBj8kysJYt+y4Q4+mWn8u7NR6414tVlPDZL6TL+3MXsX/0O/rVvkKo2IQRrMAUZQ3GRrrfw0sFHaGy+hNjorq0+b25dhWymc/mo6RTmL6XZCDLgOmt1flvVUDat28X+gwcpqyugePVelqz+Hn9KKhm9cpg+ZBDREXG2rsiHXWrvdjqQvxvn63UMpCcHelZy/BjLsnbwyx9RlH9OfVMLh5CO9BGZInQRzHqo9o7QRdaM02GlMOeecA2zT9zdYfuWlcsJNVdy6qxVhLUA4XCQkBbk3a15/Lghn79eMIBYm0FICxLSg4T1IPu/W4Hb3cjAgX0wzBCGHsQ0NQxDtZ5NjYb6BkzJwaiBHYXj0tI9zE33MPeEnuwra+b75UVIpT7MSBbXEK9OlCiy26aA2gNNaEL2YVl5It/HFGMA9rpcqut3IWkmsmZYGUiRvwdFspEA+PZJmsUMomefeISL3I1uHB3d5OM/ELLNxpjfncHaLz/B4Y5i1JxTURwOytd+19qmj74NW7kO2TCIEmIWvGFtOP11AIyaIBxGPqKMGHRDZeVPH9AZBMPErun0ayhGM0we8mXwZeXTxMyLZMgAZdOvZMVOB0kxCkTE1x9fVERDUyqvcirB5jaXSmDbHsBBgauKOqUR8FD5w0pGZPkYNWwdCX3TaQ6UoqGgItMraSqilsyEAVM5sPsVlm16nxNHXYpdEQnrBjF6ABdBHnp3DcTHsufPMzo5iaMV9OKI3OQQKrfs4asXvsJ0TESS13PZ4ycDdLB87F5TBjaT3z81k/wDDTzz4UYemzWAC2ccW/GvFl3BfZhUa7/JV8DkjqvSF7/7Bzdt+is+o6Ok/CF4/c28q6dyMcXERk9C1wwkoc1EH50SzQmnTeIEJmEYBk/e/gOlGS04jCbq16/h63WrSE3bT9++sKfkU1JTh+NytZG/X5OPHSvXEv+9ZRULCmFGnH9C6zYRCVH552roaOFQFzlFhyAhdEE+jEimkyR1Htvg9VqZTobRscw9gKYH0U0bDpsTh83JIYEZv6RS0hJmdMYkkuztSdXdcRrlzY1cM/WmLkf8+Vs/sLtkA6WbylnzwRdWnSAhosQqtImoCiKkSAJTLxhL1kBL+Xb/XStpSXNz4i2juuy/5E9LSJo8nSG3PtdlG1PXMfx+yv/0Z8puuQVefIHoWbO6bN+NbhwN3eTjPxQTzzqfcMDPmi8+YvP3Cxh2/Ax2/fA5oDC8p4Ttzn0givjun0RURiU5W7YCUPrABuyiwPw3t9AwMpEDsRIzU2PIjh3A2T1v55smLTKJWo/EgTqe1BZ6PHg/uQm9+KrvdAAkQcc7yUXPx35i3+1/xL53D/1SfTy2KECQw/UsUsn01HLmGAenjIijZcPPlCovkHzwQVoUgRtuvZszGy9nW/911K/bQ1PxKuLqWjjl3JcRRY3S0g8oKn4No+YN1tS80drrcfseJWaFlanjAF479AfwbMvZQEfyERHV7vqiChERsaNgyeuvIkj9MQFNjeLLxxeDmowqCOiajhRRb03KjqKoPETeznICkYk51n1stVYAfIaNKMfRf8KhGiuds+jAKlzDf4fd1tEy8cHmpfjFDK4ZOgEgQj461x0RRRGb6mZQjxyuP2cQDYEAi3ftpazwB2A9Dv0nVq9ZQjjcg6ioCfTs8Ts0E+xS26Qdta3tOgYuiCEuNqH1tSTICLZ/lnyoSEcMHJboip0cIh9iFxotwWA9AIMGPtX5/kYIvZNqwr6QhimCW+7Yb0xCAs1lxRiG0WVGz+mXzGL3YxsQxCZ0NcrSprH+i3gBhVZvoK7FsXVRbiv5EExAPlqgqABH0UgRJAnJ4yHzlZcpve56Ku+9DzkhEdeokUfcrxvd6Ard5OM/FIIoMv3Sqxl50lw2fvsV67+ZDygM7eVk8u1/h6gkarZsokXsQ7wGsS4HalhjcbNGjMPgIUcItpUC8EO0wpWJMVwtCIx2SWz264CAEetj5PShLJUqueplS9eBgMZtxuMMs+9EkzQS0pMQ3C7CNmtS/fTKNKI8KZHy9AIGAtkJybjs1uSbm+zG0+Clxt5C+olDEUWRjPgMMqaeBVNhyVLLKrB6zQgABg38kinHXU1JyduoWgtCwUpi9m1Epz9bx12OqhsoooBNNED1MnjLQwzPPopMaVdbBY4p5qPFV4vDNZnoWBtiQgPleXFI0omgwyfPLuXiP1krxhMvGMfrWxex6qt99D3FUjjxuI/N3aAbJn7seBxHJytXnH43Oz/Yzojvr8b7o4t9p77NsOFtCqFhNcTr/mjONA+SnmzFlxi/snwcDtM0kXUTW8TqEud0ct7YkTB2JDMXTiXKKOf26D2Ew2sJhz5n38FPMHHxbd4GRO0tTh9+Oj1+P54tL/xAWn0ccR8HqM+oIT4hCUPVI+Tj6IGRnV4XVUU8kgVLkDqIzx6Cdsjy0QlJAFBVy/Jhs3Uu4qbrIQw6fn7+sA6SiKOTCT4jKZmgplLS1EyPLrKwbDYFQdfI6C1z4bVndz74CF66dmk7A54ICEcSzgMQREz16GnKYFlb0v72GKU33UTRpZcSPXs2aQ89iOg+cqpwN7rxa3STj/9wxCSnMPOq6xiWLeBf9Dd6nnQdJFmroq/fLCdk3I6Cj4bHP6KlvoKANJicmi+Zk3AGQ8JO4ut3U9+0llmih5aC5QyZWkdL6iD+HLyJu8Y/T0ntCOLKDS7fdy5xnoMQcpIjBTGGS5TXZ/G3O/9Bj+Z+xMZad/zsxFTi4610VdM0CemhdlkQh+pm9bhyDCkpHd0P/fs9S3HJKgIBq0qqv7kSOW0EvXrdCEBIGIp9zUXAThJq/oyIgfwrM3vf6b/v+oJ1QS527LweLSiy68d9aOE/4nLE4TZ6MOzUM3EktJ+M4mLSaAiZOBwyp/zpLJprm6gsqWbxa4WE/dYEV1NRz6IPtiCEnJhRYZr9lkskxnVslg9vwJos3MdAPhLiUom/cSkHC7fg+vwiApvegwj5MA2DL7cupcKWxg05bVkyumYgip0TgJCmI5mg/KoqbSAUImCCLKYxZcp5AASDLezf/x2nN3/O6oZ6njvwHNs+/5CUBgemKODWnUyKPZnUJ1QCDnskeBOCW2rZcfDLSMU5QBYQJEsUrdIvo0WbyHYZWZGQ7TKKXUZSwzRUVSMdkXzICHLnVhWz1fJxGDsxLfOCoWsEA+VWF4YP1Wspk/oxECQ7giBiGF6MTiwfflUHSeiUFPVLTyYPyC2r6JJ8gJXZIh9DHIxpqoiHBb0ImNCFG6mtkUAwNxc456j9A8hxcWS//TaNn3xC9TPPYuvVi6QbbzimfbvRjUPoJh//JUg+4WrY/iw0l7e+FzKiKIzbiSscw/y6ZIaoieyyN/JD1mXILQEqUldQkwqZJS701Ss4f84D2KJDPDjpbzyt/JlFTTIx/h/pHzyOrDoN6nqCGaa0BZZH98fj7cn4pkE0xEOLJxvYgxoJSlxT8DlPbHiC/GAYGXBLMCw2jUszrCyEX0tJH0Jm5qlkZp7K4rf7IvV8nMKyGygpiEE0FTBFJL2ByZG2daFzCPeRkJxukBS+rGpia1Jf3u49pour1HFyqKhcwL59D6DrLaRPiMdblkTe+n1ofhnT3Mi2X5Zy6m1/JXVE/9Z9eg0dTfUmCUW2JoHoxBhWLsxFQCI2xc7Hz/5M3QErUyJhAJx08WQWrq0EINZz9LogAD6vlTcR5eo8/qDDmYkifXLGUGOEEZyx1DbXsefbexiT9yW9ovpxYv8b6Nfjgtb2umZ2afnwhaz37fY28mGaJiOWbaXJ6WGK2iYu53B4GDbsAoYNs/r+8N0XqapchDS8B7LHgRYKkVrdE9Wm4YiJRg+rtPhqMWWQdAlBExCMSJqrKdGk2zjoEw87rgamHyFSrl51DSNJa6tR1AGiAnLnq/xDNZCkSGXogM/Lq08/iNe0oyPTp+860tIgd99Vne6fosA+taPAWyCsI3ZhfRicmsJC02TLx+9RnpSEJFpVhGVJQpQkJNF6RhC7DMJtKdhO89bvQBDJceg4qwSqf/IiKTIeqRit2oG6qdwiXqIAogSSjIkIgohhHsAf76Jy9SoQBMpLNDwxMbg9CqJkqRULkgiigChaAc6CJCCMmw69f8S7aTNJnY6sG93oGt3k478FxWvBWwl92sc6/DjgTQD6V48np3o8w0JxFAg6p3icvBlpU5GWQo0zmgFSEXfYPyfg97HaM4YGxwCKy39kzG6TSLV3bkg7D9LgB1s/GmOCjGcuAH6nNTmIopOyxj3csvJhku12buo/g7ChUR9q5puSLbQEXubSeCg5WMuWJQ3kDE6l37Ce7cZsmibVJV4S0+0othDRxkjstgwihVooz9yKUjQaXTiRmBm9iY1UxJ03fxEO4OOt5exu8KMIAjOy4pjSN/EwtUeTcNCPzeHC693L7t13IIo2kpNP4bjr78Vut26zeS9+gL8W1hb8xFdP3U9Wj8F44pPRQkHy921GdJyL47D4jVHT+lG4eSMV28AUdaIzRX535XgSUq0Mipag5eKKiTo2t4u3yVJaDQTLqK3Zjd0eg90Ri6K4jijvXRY3kHH7P4FnPmGMaKc8fiATarehx7a3Bui6iSR2biGo9Fn6IwWhMKZpIggCQd2gyebgRM3H3yaO6HQ/TdOoWrkOJS6Rm+7+B4IgEKhrou6pHehDIfW8rkhhG/Z+mw/fF3LZgxPIXbuM3V/Ox6e3ENC9iGIMvWPHMPuR17vcXxBkBLnzwNvWmI+IRaeptoIm083k1DAJaSmI8okYJJIRnYOAyE9Fi1mm1XP2oEsAg492zadYD/HqW1MRkBGR0E2JQMNkRHlCp8eMsttRmmrRHW4q6xs4FE0FkZDsSDosQGrGr0s5Wmj+9AYyQpaAW8Yh7rM68mwDVOC7TnaMoIcLvisdwMIXVrS+JznGozgnd73TIST/HpfaQLZudBmo241udIZu8vHfgpTBENcL5l0JsdkQ9gGvEu9Po95Vwb7k9exLXg/AxXteBuDq4Ayi5POQmzTmTn+UixxL+MZVj3fjdUTX7iecEiCvzzl4CzfQOHAnvQ3LFG0AFc4golFOTew+Uhr70+CoRcQiDvN3/Z2wCe+e8hWJ7iw++v4bmtd5maGNwx2KJVd3oYStCe7gyv30e7ln+3PRTLy6wMF15zJn+PGMOmMa4bDOns3lVG+oxF83izRVol6sJr2ndQMNBgMciLVUKe9orsNumOgivFbmp+/eUqa4XHhMnXHSLlauGYoeciPZ/CDA6FHziI4e1G4IQljBna5zxrn3s+rt96itKKGocCeyZCMhLpPasBP7YeQjLTuR656ZTWNdC7HxnvamfWBXjWXJyK/cR5TDgcPmQJHsCIKCYYTxmjKGYBE4QYB1B3cCbm6t/AH5h9faxmWa2E2wA3YE6yGI2AUJuyBjc4MjJQm7YaBEpSIGqrjKZmfy+HPbjWd/aTqaLvPLqmJsNqn14bBL7C63xvrjkgJeW1/A6MHJ3DzJcqVNiI0iwxPV6Vfwl/nzwNvElOtubSVIVa9tQ0aMpH4eHVrQCoJV3DKuoI2xmWcxz74OAPeBHeC04UhI6LoDUUboIqajpa7Jeq5tIiE7GTVgWXCGjR5PytjTOrT3lR5gf3Mzs4f+FYDc2ukUHVzI0HgbqqGi6RoHgquwxRczJ+fcDvsfQsjlBkHgoYcfOfoF6OyUtACVQjZxNy1GV1UEJPSwZj1qfLgdICiAYYCpg6GDpgEGph7AvvBscvr2ZcDAszFNg4VfLkANbmXC1BGkpqdaIm2GiWkYrVWOTdPEMEyqq3R27oqjrtRLco9jK2jYjW5AN/n474ErHv6wDHZ+AQ2F1FercBCGVExlRe/P2jVdnlOFI1enuaWI3Iyz0VNsVHhTuLB+CSvXncvBPuMJNq1mWFMN2dXN4G1Ak6o4oOv8QZ7AKSNOgrq3+fjg48QQRX1CEw+lfcOQ2pGUt+Tx2sH1jI5PI8GVybPPfoJ9fypOu4ScJDAykM5AlwQu2BvUyXN2zLgQFJGTTp3Du999wv4Deey612SyKpIQKSfuNAxUNJLPHULJ7nxEUea7rz6AyXNxBP2cteQLrr/0WjIH9eXjraW86q3jPfxMCJ6CuyqFuBonnrRiMoc0k5NzUwfiAUBYRrAbJA3uzRl/f6jdJl03ePWGZdic7X9eoigSn9R5ufs9DRWAnTNeLz7GD9QK8GvIepgJLOLaKJ2w6ieo+QmrAYJagLAWJKgHCethgnqYsKESNDVCznhqTI0ttIBTYXr/WeTI7S0umm6NffeHB7scgWYTECWBzVsquXRbJczKINreeQyKqqrsWPg19oRkRkw7LK22nxM2hZCOMctHjbh8FIdMz6Ej+WnXN63bZPfJpCd1TnwgkuosKQhKG/F7f18F+6uamPPQfTRnTMSWHocz3rq2h8iHzdl5MKVu6q3S/gC3HT+F246f0q7NqM9OIzU6nqeP7//r3VvhSEkjvHtbl9uPBsFQMUQH9vhOKtEeJWtb99bBQvDk9Cfr1NMBSD1uBm/edB3rl3/GDW+9c8RYk8RSLzt3bUAL/3PZSd3470U3+fhvgjMWxlnBljGqBqtXMKh6Er+fcxFbajexPn8TzpoEGmvj0YIb0QIrycgX0DWTpxNi+UUdSErdLurjBhAOujCj4ph8sI6dCeOJOrADgMoRjdxT9zbpLQrb9ZWMYya1hpfLKk9ni3mAhU+9wcvSddRNMnnlrS+w709FnlLLteefhSRJlN5lqZ7W9JmHkraWdC2GHxd9QmzMKEaMuBqHwwNAzzH9yfwpGb0lyGxVYmeanazJmSRm2njjnjuxeWuJeT0HX4OVZmoCF7Q043G6EaNiWP3zCi4d1p8rxmZzBdkR98FI3rhdoNkXzYkXX0JKVud1XAAETQalc/N9uMV63+Y69p/XfaN2cdC7hpyBDxAIhwmoYUxDxTBUltZU8k1oKLdkJyNEFDX9aoit9RvYYEsi3jOck8YdWZDscOTn/8wNy25FME2ujRnKrNM/7NBmXM4LGEET+1lvEAzpqGGDcFi3HqqOJImsOKEnkiwy9umFVNca2DSVgQkda54ALPnqc/C1MPXKa9u5hWJHZdO86YAVWHoErF+wgrQe6aghHQkQZRHP4ATGXDCT4KL19BszgPUfV6M4G7rswwyGEQQRIeJWCRkGd20uYMi2XHpmnkvIEU9MA8x7eheZI/JJy7TqESlOT6f9+Y0w7qMkPxlmGFk6chxPYkYWTWuX4g+FWrO+fgtspp+A2DXp6gylebmUrp1HTOGPDAT2+x1kRbZ5EmI44ao7+Pn1+1j75U9MOf/kLvuJS3WhOCTK9jeQ3jf2N4+9G/+96CYf/6WQFJlLHp3I4jdzWf1eAZDAMGaT0T+WURf24IuHngPgxre+IG/rTuo//I4RKbt5u/c0dFcLQvTJFCeWE1Q0fKFcDGBgeS2e9DheTPfz9px3MOvCvPnD963H9FVv4erYW3HjwthZQ1ljLPKEeq65qM0kbQiWAKUvcTuasw7Rn4ph7MfrW8MvyxYwa+YiZNmBaZqUhqrJtiWjqiZhRWTImHQe/P0fkPxNZJxwHlVLPiZryGyc0Q72r/mamMgKVsHB7y5ubwY/NCEm9KqgYlc0kqy0xjMcwoLC1dxZoGMC89R4msQmenVybcPNlstIcf0GlU7TT6azmeOHdIwNKNn1PWKNzJ0Tf72MHUTq0k04u9Cl6Ap3LrsdmyDw5bRn6dtrZqdtJDOEw64zdPDR5ejn5q9h4oblxK7Q0SWJ9ZIEkoQpSSDLIEkU2nQc8fEMnTy1/c6aNXv7t1WxrXE1G5NiEcNehhmqFRwpiZTkF7G9ci9sg/jGwUgk0Fznxem0kzkwgwsHn01LrY/1VKM4u7ag6AHrczlk+cj/9i5eqPgQ1eeg3vFmW0NNpnRTmNJN0ZAioLg6t1b5tCBujhznYBoqinhkq05WVjYtpsnuomLG9Ot7xLadIZ4aUGtQH5uI7uqHIJsIZhAjaTyO828HrHiWg9tXUrd5PqkVS+llFJNkKuxyjORPgT/QxzG8nfJN71F9+RnYMP9lGiurmPvHziXVJVkktVc0tSXeTrd3oxtdoZt8/BcjOsHJWX8eTVN1AG9jCIdbISHDjSAIJGX3oKaogBcus3QFekePoM7/ISfsuo2qZCdbc2pYNngPO5PrSfYNYED1OJLyviFu1Ax2XvInSnYuY/mBvxGljsVnNzANGz+OK2OD9jDv5D1EbzOJvSMquOby9iQg+29TKNlWQKi+BCMUzdQhD+NM6cvO9S9SL7zOT4suZ8b0N1Bc1kovVnQi6irJRTVsWrKEqOZyfLFZlO04iAz0HTeGkbMn4r/iPJ585hkA7r7vz50KOjXUFVCxyzKPb9s9BWEPaIbMQ+IjNAgJhLCjo3BZXDXx4Xjit8eyO3c1pmRNkigiyCJNAcvysWVxLs37d6A4bdbDbUNx2bFFObF5nChRDmwxUdiiXRhGALML5cygYaDQ0coS1jUQZFy/gXz4Qy3slQwezTipS+IBIBphdKWjGFlnGCEZxAeb0UaPx1Q1K55A0zA1FUHX8TfW43O5OX7itA7BsLaEKPxmC656F59FCzyfooLDzlUrF6MY7bNtxmYOo6AymjhJoO7JLSiRvnTTKiA3K1oGvWsyYPgiVQwl67Z3buNCSEyARIj23gzVlzKjdhQpkT4MQQNMZFdbLIO3uZS/fXcZQSPMrnAjGWKbpWLfyicIFa7EkGRM0XpcVluA3+tk/eJnECUbomyjvFlgT+xx2OxOnLJIQI2i0p7ML+u2QxAcdgVRknE5FOyKjM0mY1dkFFlGUWQr2+Sw69iinUSU9BNKeDdK+DDZ97pFhH7KYFfdAbL2vk0/6mkkigMxk2kY9GcGTD6VHiGTL55azV/k9gTJ4XGSMXAGZXuWcGD9d0DX9VxcMXYaq/xdbu9GNzpDN/n4L4cgCMSmuIhNaV/r5JLHn6d0by4ttTXEpqaT2qMPZX9dhgA4U+z8PGMiIeNnyhPhhKLTidJi2Toih1mxLio2zmd/yx2kpUFMTBU/5k4mOhQNAtQrTejogEJg315evOI6wCAcqAFM/KKToj4DOWFsEinuGnYt/wP+rNrWcdmcG3nv1etwN+WAKOL028BbRY2Rz/QR17EccDeWAKXIzmksWxhi5GxwRUdz47U3EhUT1aWS5OdP7gNsKBm7kaXfAyo+UydP6MtkqZTe7mYGeaK5pPdcKj5dTZUETreCoBqgGwhhHdEwMWvKQUqkLuCkbs/hRwhHHi0djp02rhZnVOfjCuoGNlRqvD5+KiwlO8bDwKQEjAghOVbyUVWzjU+/uhgcAuneMlp2vIqguCOPKETFjWCLQrRF4zC8BMTOV/y/hiwIeB0epr32Wodtpmny0fmnE2OajLj8yg7bHQke+j1xMoahk/fZAg4FKdx63Y1EiTbQTUzNwJ7sRpQl8obtw/yqnBYphGt4NqZmYoR19JpGousMtm32seHqTxEE0xLYEkxEwZIejxJlhnrSCO62kfvoep4R7uO2DCtepzlKwF/r5ouoFm63OwnWiBhxpYiCjuRoc7vsPbiQb9RqRmoCWbKDORnTWre5Vj1HqhqkRZKRTRPZNLnCNJFZj1KxDpupImIyGvg2fCuLjcMKBqafBbvhpd37j3itBdPkLuychNyqNCwJN1DouYChd54OQGjZ19iXXQqAffU1jAZyxUHUznyJfmNnMlaxiIZhGCzavwHJvR9BHNH+M5Vlzn/gVuY95qB417Ijjim9Tyz711fSUOkjLrVbbKwbx4Zu8tGNTiGIIlmDhgLWBLL26fnE2xw8+sdsauU1XF1cDmPsrParRIVjAatY1YIPn2bQhQexRe7XNluQpEAie5MTaEh5gBv2B2gxFJZkyLzSfy7n/fAuvaQ4YgeNRpQU3j1QztbwCH5ePYr7JjzJ1NgZlPt+RHVXtY4ty13Nwap0EhUPqW6Vhm9eIDDzTKITErj9s+/Yd6CQ3AONVHxTD8G2QLjE1K6LqumagdZk3ZR/f88NrSvLA/WNsL2Q02JyuHS4FXjaFFQZM9vDvUoMNxzX0fFi/+Jn4u+9geRPFxA3pA9qs49Qi59wc4Bwix/VF0T1hlD9QdSAiupXaaQMJRTGNA2ay/age/2YiomgmGxr0Wgiht8v38g6VyzUBOBgNTZdA0nmu4O/sLpoAbKoIIsyiqigRP6WI3/XNG2jsH4Lgh2ubmxiTMH3sO37DmM/hAHAOvsRskYOg6npGF0QuqIFX1GFzowTf9cl6QMQRYngYdvj4qORfkWqqnYUYywoRVNM+t0+GUdsG2Gu21VJ4MMD2F0ScWLISuwwzcizlegR0HUCuophsyEENTLMdD4/8CqYBkHTzyrqabDv4uqH7gVg7Rcv8kuuDkrbcQJhizg+OfdTUpPbByLbdZUD/Y5nzPlfdbxGpolmQlV9NWn/6McF41K54bip+MIaPtWgub6eaL+PsKYTDmvouk5Q1QlpBpquo2oGmmHy+o4wlS6TYKaGYRhgmJhGmIzj22q32Kefhjm1gfCqhejb5/NVVT2f6CewYNxs5MMyfX7/zZNsaPoIVzY0yTcBx3cYt6FrYIrUbT+A5vMTbPRTVeSjIr+F2mYFxQiQlmQAiSz6xybOvncSsv03uBu78V+LbvLRjaOiqbyGa5Lu4+faCsbuHMg0yWRE/BpYCwmTE7hv9L1cvPlhwpGVuM3T5iKo+PkScKksG2j5+uf1qCNp236+GDiUJpvA66dfwbxkG8cNtm7knz70EUQsuA+t+zNvXhjDzGH3YZom3tKdbDhwBoP6zeaka29vPcbWj5/FfpjYVv++PQlrNVRQj184tiq0B3ZaWSYJvWztTdph61wOr8txyK3iUTq3OGheS0jNFu1BlCXs8dHY44+chrhk6S2owKqFxxF2VLXbtlGw1FzXuWJJDXp5uGcyB5q8rKptosoXQAg00hRVjW5oGKaKaVjVUDH1iAiXhmlqOKNGM3/oGaQkDSSo+jDVFkzVi6H6MFU/purD1PwQ9vP8T+WYcf3oXJ2iPQxdx+yEWJimydrPPsRtCgy94uqj9uOPxE9Iut6BeJSuOYDxTTlBm0b2dWPbEQ9rDFb7IRdNIm1CJ1kfx4B9b31DQ1HbcdVwCBndEuWKIBC2YhtcztgO+9sNHUHpPPBTEAQUARySNTHH22SGJx4WyNqjjeiZpokWVtFVla0b9zB+2qhW4vbWjh+Iy0qg/xWjj3gugihin3oKTD2Flx9cTLmm0veeH+k3YAFhqYUWvYawUN3avndc5y4/vakREPn0lZK2vg2dGH8Dui2BoC2BFqvkDXW1OnkfL6b/Fcce/NyN/150k49uHBUx6UkgCLRsP4eFp+8jv3QQU+wOBKWaHkXTabRtINul8ufh95HYFM2IyH5Ri0U2xTtIDKr0qj5IQXIfnl5/DyW6kwc2v8y4vGLskk6JnkCtIGIKIn8048iUprJEG0e94OLH1Z8Tv+NRRMGGJvkhGUShzc9uaBoOLYziaZ+RMHRgEvNtJi5JorExiMspo8iipdTYCZa8lg9A/0ntAywPNlqaFof/UJoiWhMeWxfkoyVCPuI6z5LoDPamNFRXE9HyaBKipuJK6QGqgKnCbb+8Ro2ewmlzr6JPfG9So61+p5WU8e1bbzDunBs4efCAI/Z/z6YPebNlCNPLvGRX7ufLsZOJd3ZU4zyEt7/+ngkh3zGN3bJ8dLwWxd99Q7mpMu342UhS2xUsqy4gOT4D5VdxBsEI6ZPN9rEeRav2YnxXSYMrQP9bp+L2dDTtH9L/kJy/Lfj2cKiainBYAKmmhlB+pfLqjyj0Oh3tr51u6LgMA8lxZJLZWpiwE7K2f902nvliPds1N1WOGIyIyq+48DuyQw18fMM0QpjYutAp6Qpr7j+Rl9/azIcNX1EhrAMDYhjC0OgZTIlJ57mSv/P1llyerllMfnQCpihxk9GEbpqUZ8QSHYjl6pkOZJcVp5SUk4A99UQAAlUN2BOi0UMq+y64Ek9hf6CbfHTj6OgmH904KnRdJ0aLwj78Qk6pXMsZ2iRCG37g+zg7lbapXJKRSWXSdgBqY5r5Y4mLP7id/DjyGgo8OTy38jbO3vwOReNcbMmzfPo1QRcJso9BMdVkSXWUOkeDrjI+vINBQhEF5amkpMj0Mw7ik0swRR1dCiPVQOC7+TTtr0N0OglF1Db3BIop27iIaLsN3YAf8paTIowiIRDFR3etaT0XERVZCCOJGnLkIYk6YKmgrlu0mFU/zCNBUXh40jQaIroVL5f4WV6SC7rBPl0Dj4CjC/Khe32IgOJxdbq9M2Qvvw3JEybj4fM7bMtZsg93Qy3H9cxq974/bMmEO4+h5sdDoy5kYskG3ihtYF04i021+zkxa3zr9udWXcu7eatRBJBFAXefGHYaMqPefgcRBUlQkAUbsmCjZ1WYWduCRCnZCIqCe9/OTi0faz96F7cJI39/HWt2/cyesp3srNrOEnMzAPdn/YmBWVNIS0nA43YRiBCYkGzj3Z3byDR2k64oyKsbEGIU0n/Xh3DdAcI1iURnpCLZ225fRoR8yI5/3uSvqRqiIB32WkX+leUsoPpQTBPlV8G4/lAjHkCyH5lwNnj9xAOF9WGG/2rbA59tZI09kwtiGugVHeCxSotkiaZJoTORSW9bsvH2LixuR8L1V43m6vBQRn9i6aL8eM7rRLk9zN+xGErgp/6T0G1txPsfRCFioo+YQmpGH548Y1Kn/bpS4wEI5+5CKdmLMmdKp+260Y1fo5t8dOOoUA2VZJ+HzwufxDVRgcpJmGEvNnEUOiCXD+GhHnHIFS04M3bRX9lLr+harg++SsaSTPq66nm34R3k1T8Blgy0J9pPwmlzee7VveimyMBkPyoeoqPtRCsBHl77Jn5Fpv6kE1A2JpDqisYozid0sBCNcso3ftpujKscX5O3u01wCkPBjE6ntxjHecOHUJe3ixk1n9CSNA5bbDZ6WEdTDTTVQNdMoqvWIilVbJCS0GSdOsKtxCNZNQkbsJkwqmGiiiaZXoEhwzpf5Ro+P6ZkQ/wtK1RBQbB3XsJeNw2kTmrdBCIuIdcx+NgNYF5FBZvDGeSI5RyX2t6/n1u3j0SbxCmZ4wjpYXZXyzRpsSCYhI0wqhFCM8KoZphBudsZvcWkLMmPqGlIukrjiPHt+iv69mtkVzUjEp1UPjeHh2JKKbMdRhZUD3csTgB2Y8TZCI9LgoSM1u0raxZwIR9QAXAoLrPGesiBeHq+9nfCgoAuClC9A7NqBzYpmrpnd1E9eDQ4nZE6JtZDEAWrumvkWVVDNITKMZxW3RJRlKguzMUQvKz/eRGiJFF5cD8CTqrWLkCUFDRBYnuFl6Cawi8H9yCLIpIoIksivpYSjgcUR+wRPwdBtT6zb3dV88xff0QRBGyigCIIbLenY9c1/nbfxQBcGgzT3NBMlMfFE49/wg6fyFZ7MsKyzRhnD0SUf9vt22azEU8s9TTS3NhAlNuDEW0RnOf69eLk9P44FaVdbM5tXy5knX5kATGtpobia67FMXgwCVd0nRXTjW4cjm7y0Y2jwiE7OKF0JguS7BQ1Srw88Hrispxcv6iY9cOHU9ErnUCvfmCeyTNbP2Zui5WdMt81ESV7FYVl1uyhBWYh2Qz0cC5nJ+4mftlmdNNaKe2ptqwEyVoqaSVevDaFbT2S0Q/sZdreYgKHjafHc/dgHzUNw++jtGwdF+14irtHXElq1lyaAiEMU2d4ejZT//49ZoafC88cCA9MABcEb/4ERydCTuG/nYBpi+PE21/A0AyKth1gYu4+Zl54CtJhK83dL2xFKffR9/GuV3hGYz02SccMBRDsx5auKtpjMbyx7Hx8PshWcTFkkYBuYtaFqZTq+cfniyKFxgQkSaawvhYZ+GxPDRkJyWRGde63bwhrnLBpH5XBHpwsreTv46/E9auVe7MWoqcrnlundF0X5RC+23AqFeklzFy6qMs27tXXcnZ2JHjHC2VJ2XgMg69OW4zT5iS3tJwLDxa1tj87VE28IJMd7aG2qZkojxc1ZGPYgHngDeAQRExJY1vhBYTFMP7esRh+DXulD3XTBxBsJGTzEN/3JIwSP7oQtLJdIo9fV5R1AIFALb9UftL6nhx5rHrj8IyTZj58ztIAWR03gS2xVuXXK/Lz2/WXSh3rHNAQOnKGUHZE9Xa6w0VabAxh3Wh9JIYMsn01bWN02HCkWUHSDz5yFWpDE4tnn0H/fqdQ9qcPSbx6Os7BPVvbh0prqHt9acS1I4BgIogmXr8Xb3YmYpSbgd6erI7exgNrHybVmUaRaomyxTmicHfyu9B1HfkoYVNlt98BmkbGs88gOo/t+96Nbvwm8vHKK6/wyiuvUFhYCMDgwYO57777mDPHKs+dl5fHHXfcwapVqwiFQpx00km8+OKLpKR0rnrYjX8PCKJA+KT1/LziZ0zgtJo32TC6L89F7efy+W+yeNRdVkPNJLYxFU2Q8RuTUdYUszyjD4NO30K/HQ8g1+TgjS5mXUsVv8SKTA2LbBs1nBFbtrceq2hPIrGVKnbJ4IrPv0HQDfaPGUsoLQ1Hgx8z2ITSZwhSciYSEArto8UlkBObzeDM9gJNuiZzqEL91iF/YeSux1D9jTjsHb+PghHElKwbpyiL9BrTn15jLM0PXdcpry1FURTMsI5+pJLtQFL+u6Sf2Qh/S8U0wNBFTF3EMGVMU8JEwY9EbmMGFaEMZFlmXNI1ACgNMoIpIiAgIGI3BZIUD3slqM5di3jYoWVAM0W+XVbKV8sqmXt8T16cPbjdWPZ6A5y85QB+3WCWsJSz9Hfwa2cTS3v3QEjXSHYcm8Q5wRC6retbh//Lh0h0WMRj95RXyBl/Cnx5HC2iiBquISF6IJMGDGHXg314eMcvvOdN4vYxWfTyJLB+/wHm1dUxNjQfgPT09uej7+6BqA9l4B+Gtb63fmUyojOOkQs/pfLx7bgHBEm8fFa7/Vrrk6gGhmay9+nvseHiyuffxdB0dE2jqbERjTBOhx1DNzDUEE61AUkwMTWVJZ8eJE1o5LQZYbITBqIZJrphoBkGakU9bIO4qJ6dXpPwqu9hxZOIRiMA50zpjf34ie3aFP9xHlJs1wqnghYmp7kCUQ0h2HtT90EJZmgTnhk9UFKiaPhqO5gZGEErkFRAxBQkHEYUSokCkslJrsnscuWxvWkHm5u3oIk6uhyL4e/cuqHpBmIXFaZbP5OGBux9+yIndde27cax4zeRj8zMTB5//HH69u2LaZq89957nHbaaWzdupWePXty4oknMnz4cJYuXQrAvffey9y5c1m3bt0R0+y68a8N0zR5dfGVjFbq+UWaxihvLhvoy6yV3zJtbwnT7r6BirkP8HlqGpeof2EVljuiX/gTVmBnyN0N7OgdzaCYXBwFzfRL/guVBVl84XuXbTO+YQTZ9DuzkNeCLnZHn0SWfxiZpVX8/oQTGXbn8fjddlwVFZiA4IxH8rRlBgRCVkCo0x7bYdy6ruCxW7O1Ld6Kl2j2hfB0FmdphDDljpaD5795kjcbPmh9PcnowRWVx6GHxyPZFAzdIO+NL9EbG4ibMp7E8UMwx4wirK5G63UxZtgLIT+oPlADoAUR9CAu8yBJbpnCliT8wQCLvU8x65qbGXDC3HbHv//yy3Fk9eWBBx6whmkY6LpBSNUIqSo+HQqX5bFySznf/lJIo1/lgzNGALCotokrdxZgAi8OyGZqzJVsXvc2S/a/xyWj/tLuOGFDw34UGfBDEEIqur3zW4dpmrh2/r319aCV17Ep9Gzr65MXXcJZtjQeuGAxUXYHu4xYAK7f8hP9XAqrG6IodyYykhRuE16GX7bxkXkWAInh05BcRYj+tuq3Vcs2EV23n5b0oWjVViZKcK+DUFEV9h5tJNMqC2+JwUlYehlIEHdY+nUybW6fzmB88z5JNpG7ZnZ0LZR8txGAAQvPQ13UG0QFU5BBkEEQkMKlCIYX1TMJXeiDPHBc5wc5Aq/VfZFg1+ECakUBorsXgj0F76ogEAQyMIJ1ZD5xKmLEFac2t3Bw3DjUm25k2A030IvpnM61rX2+l1fCncV1HKj3cmIndWB0w0ASxXZqv+EmL9teX4QrIYr4fukk3nILZTfeiG/NGqImH0Ml3G50g99IPubObX9jfPTRR3nllVdYt24dZWVlFBYWsnXrVqKjrcnnvffeIy4ujqVLlzJzZtdqit3418dSokF9iJ/MTQwQtvKXBXsZnHg1sAmA7NwVTIk7nx+BVwhyHQ5eH5vIvNB4xCxI4gBe1cYZY6v4sMRyopjuyzGCpcwbO5S4ohMoSXkXp3cJ+zLPYl96X5yhIK9vfIS+U+2ULYwnINv46eRTuTDQhL1BwWazU+evxwRs9vbxF4ZhqapGOawbpqpawZm1H11FhezBkOyYsgNTdmIqTobr1QSwcTj92H1weyvxGOHrzzb3Ps7+Oo+Yujz2D3uPUHo/7OVtJvr6d6EekE/MwJ+YRezVz3R5Pevv64E7I4dLnu2oCXE4ZC2E4mgLXBVFEVEUURSZKBwkAB+eOYJXc+J5/NOdrFxfxpIRWewRNR7Jr8AuCHw5sjdjYqwU0Cr3yaQ0fsCn2xRm9r2QRLc14YYMA6d8jOQjrGJ0QT6Wf72cW4Ovcn/PanpHVzN0/z/ov/4vvHrx6wQbi3h852tsCpRbwhuiyOWZqWze30STLrOy0UlLWMYd/IKfqqbCr+r51Ug/IABRnrZZ0pkZIRhuD0pGIpBntX1xKZlPX0CopBkzZCDYRZSMwwTmDAFT/G3F0PyGRJzcOTuocU0kw3QT8ExFdnpAV8FQwdDANNDsadB7MvbTbux0/4avVoIhg9B53A+A4besSbLHQ+rdl2CqGo3zV+Nd24LoiEVyF5P5+EXt9gkHrH0ke0dibRgG0S4XUMfDXti+7gskASRBRBYEJEFkU7QdSXPz8rVLAKzKQoIExFmXekMNnmAlU0eMoObZ53BPmtRBxbYb3egM/3TMh67rfPHFF/h8PiZOnEheXh6CIGA/zG/ocDgQRZFVq1Z1ST5CoRChUKj1dXNz8z87pG78D+Hwm8lIXwYrGwpJlb5jW2UjPx6fRGlKPf74jcRk9eQPti28vvJi3hni5k9NxcSV9qcxWuLnmPPJjPbzsR5ka3oWw7QWCkWZQMHt+ASoAK7KyiE/bhKz9z3KpIYduIRoRMUkOibIt8f347iE3WDmMS4/jClUREY0FSVrPMv33kzsnhokARp0G4MHv4UomEQ7rO9j2uApbNo1A0VrwRmqRTZCyEYIm2k9/CasVbOYC+wu3sUNS6+nVrD84Xem3MLFJ12Nrut8tWA8mXXWClSqKaW51zhixo5A6dMX34qVhLdsoG/LLkxn14JmAIoZxrQdWQ2yrqEJl9qCHN11SuwhXDsim3/8fABvbZDLftyJNiCWeFnip7H9yTjMnXL2iAeZt1Ulpf5tNq1/E1/G3zir/5lUqzrbG6uOcIQ2iCEVPabzsd/5SxkNzljm/v48tj9jlaH3CAEm9T4FQZRo9tdwX+F8hn4wnC0XrsfW4OXywheZHb+MtLsVXCkhGoIK+fe6qN0Yi9EkEYoKMKjpHWRchKckkHNKGyspeecLRECO9iC5bWQ+PoXiP36KKENgXz117+S2DU4SsOfEYIZ1YsLxFPv28FsQMESibJ1PrM1CKuWhz3BePpSEXrG/qV+1ohbfBhBdCUgxNV220+usQnfe1RuRU38CUUSwicTMjsczczyi0jEOSY0QFsnRnlju2fMu5RUPEw3czmjmcw67QlEYCOimYD0DuttkrH8j4wb2iyiqAoaJOzWGrCmD+PqBpbTYk/lJsGJhps5fT/8zj0Udphv/7fjN5GPnzp1MnDiRYDBIVFQU8+fPZ9CgQSQlJeF2u7nzzjt57LHHME2Tu+66C13Xqaio6LK/v/3tbzz44IP/VyfRjf9ZqKrOmw5r5XOSMYycUBn1vQdAOANnIJ009SAZ6z7HWbKD/nM20PPEIvbXTiAptoKnB96H5DO4fO8SfvSdxiKjHwgQPdJP8y7LWiE6CpgV7MfZ228jVqgmzf4YqplO+JK74cMrKHSmc1HKMgDu5DNGJV2EqWuEdZXnmsPsErIJO0cTlk2MxqUky2Fq9l3CG7PgoGypVaZk9ibl9q6tDEMeeI3+wlaM7z/hntrHWs3f86Z8Sv8cK+5AkiScukDxmCxmf7i4YyeX/g7DMPDf2pujLf5kVATbkdMyX7zjNjxAXOqxiWb1zoxhe20QPTuKvi47i0b3w/WrjBuP3c0VE56nzNfAL9tvJ7n0Tt7cb2UJFfjqCYT8OO2WpWVJ3ja+3beGotq9pBTlcdbgExk15Uyia/x4nU4Mvx/R1WaVqaj3UhUR35IkkR6XvQovW0RBeCieCkcKaWmTcBoGAVFkxvN3U1x7InAmPjGVF8/9BwDRTXZqHTrTN68CoMRzIcMSI8eR26cvazu2YAOihx2ucyJgiAbecos8usakoNUHCec3ETrQaLUQBHRTZf1LHzH22gusAN+jIIjcJfkIRYTnXFHHGDdzGHSvZQl0DVeJv+DMLtuFy6xYjuC2DVRu29BuW9Idj5B49Vkd+w5a9WzEw4NJQ17s6+5mQEhnf46bUfJmRrGZ+Jj7GTni0nb7//zN1ehUMPaPt9MZTrpxNDvmbUKSRSr90WzdBf27PoVudKMVv5l89O/fn23bttHU1MS8efO47LLLWL58OYMGDeKLL77guuuu44UXXkAURS644AJGjRp1xHiPu+++m9tuu631dXNzM1lZWV2278b/fzQ3N1g16QWIETzECzEML3Kzy90fD5BSN5ITMsbSGC5n0wcjObXHZ8wO/8An2q3kHVzPOfHrSPHW8ayeTKNhBXWu2t2WHuru+QaDai9FC+3GH6qm8qyF2BwJBIu/x9RcuE+9D19NPq4lT1KW6mTW0LZ6Gs8ufR+EbJ7znk7TkjCHBI4uGfY501NXMSAu9ZjOUej1D/YD99SuBuC69Ku4dubNHYLtpICKmNp1RL8oish2A+MoVg1F1OAImhBNLT48XssSccqJx+ZHFwxrZTrclPlh3IAOGR6HI8MdxwXjX+PVN0+lT9ZqetgUisISEz+aQHzIjVeUCTgaMU2RzDqd3HhY3fIm/PAmnzdoxDVUsm/UaASbDTk5GSUjg1scYyDOkpsPBcMkJGcwKPg2s8WNnDMjC7FmD1mFP7M8XMdx+n0Uh3ohx2xCVOppaGzLEimMymT8pkK2RV7Lcr/WbZu+zydnds/W11pFGTYg89pLWt/TAwEUR29Ci8oBqKyvYNAfrO+M7ldp+qGA+p1F7CpeRWCFl+3rF5GU1IOsIcPoM2MysdnpvHbdZQS9XnS3h1B8CqLNTos4nvmVsPjuBfxxejZXzRqJGIkAVgOWu8Tm+O3GZCNkERfRfWS3l5JtuZuS7ngE96SRoOloTV5Kf38hZoRk/Bqt5MNmJ6jqDLj3R66VvuEuxbKI7FB7U9FDoUdUGfX1D9LSMgePJ4lt21+hrOxdHFG1+BrS+NsDzyAJCgkxyQwfNYRwOEzAH6Sutp4iZw2CKWIIXuIa/8lsl5r9kLeURr+B3vd3uOLicEYdu0hfN/798Jt/KTabjT59+gAwevRoNm7cyPPPP89rr73GiSeeSF5eHrW1tciyTGxsLKmpqeTk5HTZn91ub+eq6ca/HtxOB5c3fUp19Zk4hO006wrXnDOaC9aIJLYYTHJLeCSBfUYyoj2Z76sGMSL9Jl7Ltlay85C4qm4i67UeAERLjZj9Hm/tP1U2GDLqZaqBvXuOo+WDnXia+2JoKYRbRsMDH0VaTsGmGdx02NiuSRVY3riJL7VRODjMwma/HFhFlPPoxdHCmoFpyPRQ+jNCT2dy7ymcfNwZnbZVQhq4jyweJhLG6EJmG0AP+ZEFE8HR8ea690ABe/cXs+PT13ADzZ50EmK67utwlNb78aS4+PF3IzpsKyprItwUps/AxFY3momI/xeF/afcy1uzx7OjYDebStexafcK4tBQzVlcnBDL0Lc/xtAFgs//kVJfA7Un5ZIuxGKXHIT27kUtL0ctK+MReSvvDpjNgp6TufjeT3jz/nPx42B5xsk8O8OS1w+HfKz605VcGR6M3PAygjIYNeo0PhyYS/+M+dxa9BlKXQuX1vyJC4XPyKkN0V+sJBxrZTIVCXk8du9WJFnCZrMzxQjQkjoQR8QNVFN6gNDGt9Gi0ym48AQG5Q+kPqlNqVVyKcSf3Y/4s/uRVDSEgnWbKN+6i6LineSXbmX5j+8hKza0SIxQMDYZ1eYkLmJBckoGPl3h0V8qePyXcs4f7Obhi6YTjoicCTaLrPobvexbtwvDNCKZMzqGYRCXkoDisKE4FBSbgmRT8P68EpMswpvzMHqnIUoSiCImAoIURLLZEGWZcEMdugCi24ZzkHVPVWsbrRPrQvOjtLwQJ/Cn3L9QWH8/7r52PjJFVpCGYkLQUMnfN4mXRpUhCbBx2VxOmLuO/fs+JSGxlpb6idQWZZEQk0yLt4mShj2ULD3MXWWCx5aIaYLfXUJIqyUUnIjd8Rvu6ds/g/nXACaxwOcffEyJP5aUnL4MPG46g6fPwOE+tt9AN/598H+t82EYRruYDYDERMvfvXTpUqqrqzn11FP/bw/Tjf9FCLLEp3EX4AlaPuVvh8TSryGf25z385RyLne6evFY8/cUeSaz1jeZy2beR8BtQKQchInMc/ZTrIB8IFOL5ZXdLyAJMqX2nfimtWVHBBpTcfottVEttNXa3+kidVgOVZt209DUvtjZuYMuYcG6H0AWeeJKnRPSZuO2S2w7+AuBSnB3MsEDFBc1ciC/AaddxhBBEDVS3ZncOOlWbIqNppZ67DYnNsXearkzTRNbUEePOvKN0ObyY9M3sf7FyzBkp1WYTHEiKC5M2YG3uZlZwJ6d+9iVuBqn047T5cDlcLLowVsA0O3xDLz6TmZOP3b/uaoaOCMrb39QZc3P+YyclEVCvAvpxR04ge1OkdIsF6oikr2rhExnDmpYJ1Qt0c81lIL8MJN2WXESStQQasp7Is9cCSuKsN39HFPOPQlp0ABAxzF8PPbxT7Ubw9PAnHk/cdVWmWGP/4IATOzd9pmVFVcSu7wEJsLU7blsGHsGGuDwDMYt6xwI9iLBbGJAzAaeO/kBbt73OI70b6hv2ERlRR+CEfny1Khe2PNzcfubCBt+vn/8OnQBjIpK+vtrKDhtIJMvvoCGh7aBs3PLa0yPNEb0mMuI8+ay64VvUfO9lPkPUO0qR9fCnPiHm/j2+x/wBoPccs8D3BLZr6Cilj+9u5RNTW4+yvXz0V9+4BQUxuFEiGjCrF6wlNWFWzoedGcXH56jgOzasQReLGx9K+xbiBH+VVzKsN6coQWJb/3QI6SnC/Ih2a2g2v6ewYxOHUqdz0teo5/ouBj21G8gpNThSF7MHaVOLkkIM8pdw7OLptAvqpHammzOO+/Ddv01N3qpqaxHMEUUm0JKZjw2u4Jpmrz29/ep9Bawa9cuRo85cu2ZVlTlwoLrYORFtAy6DM9Hs+g/qAd9ekyjJL+EFR+9w+rPPmDE7FMYM/dMXNHHVmm5G//6+E3k4+6772bOnDlkZ2fT0tLCxx9/zLJly1i0yBIbeueddxg4cCBJSUmsXbuWW265hVtvvZX+/fv/jwy+G/9/4NP8LEyZybkVESnzuJ6Mqt/Dza4b+aVxFB6/j8bZhTz7023MUkqYvXk/eeYI3o7Zz/fJLt5O/gDNLWDbZAXMjRY1DBPqhKZ2xKO4eDItQaX1xioo2RDeixEIUrV+FwBNWvuo/bBhsDSQjpMA09NHkxRlrbgOVR+NcnR+s7r1nU1sDh4izQaegbCheREn/thROEvSBSRDQDIF3msGvljFpm9HICgypixjKjIoCqaigGJjXOS+m9C4E5sZxGaEsBPGboZwCdYxTROqymqpevNvnY7v85S5vLekGZYsBhGQRNAMBFlElEUkSUAUBSRJQFEk7HaJpio/ST2jqar2kvf2TgY0aqyrC3DcWQNb+1U0k5xCH2EBEoUYUlLOonDrLvZu/JL9TZsJGX5EORPZdQKiZC0i9IGz6X3DTCpuvYqK9xbhjYrCFATcynwumOwnUfPz46Nn43Ba137G2bM4P3oTH5QEwDAZHxVuPX5w7u8IeCzy1nDWSGbo2QAM27WZnz0NnPfZ5wBUXDwTTJPV/U5gPBtxRzUgEsPAuDPI6t+T1P5ZvPnqH2EJ2IIqGR8tQzRBMKEpWmbsLQ8RCoT42aey5UeRz7ct5+Zzh9Inp3Xabo+gQZwthWFPnoN0mIaJ9vXXHdxXvdISmXf3uXzyy1Y25lWzszJAtl9FNeyWqioQCASJFlxcd/MNiDYJQRTwN3hRg2HUQBg1pKKFwmiaxoH8AjYVbCWjv0ivNBuGbpXi/X5BPrIcxfHTp2NoGg2VNWzZuxkjrS0GyIyoj9a+8AT/h723js6rTN9/P1tfj6eNtZG6uwsVKKXFKcVlsMFhhoHBfdAZGGBwdykOFaDu7p42TeOeN8nr284fO01aklLme875Hb5n5Vprr7zZz5Zn63PtW6679rV/Y4uL2X2IO/tCHOPSsYBLRl9Jr0GTURTHMQHkH2xazrM7b8JC4JNalYChMcpThkMBXQvwzdpvOGd0qxXQG+cmXNWALIjUf7yH/WYMx/jOhDZWcbo/D8ijekE1tGZD/zb2zrX7e/q/Ce5chw8YFPwRdv9IJplMfXklW3/6kc3zf2DLTz/Sd8Jkug8fjexwoDicpGbnIMkdVXT/N+K/Ih9VVVVcfvnllJeXEx8fz8CBA/npp5845RRb0Gffvn3cc8891NXVkZOTw3333cdf/vKX/1c63oH/c7BEFwWhCM8m2KYLYQe84X6TlXt6cDi+M/et/4CCvKFccdIcTjpQglhr0UPYAo2QkmCSvO81eppVxDlLuDc5D6upL+/H7IHKt2U6vfusoKZgNCnl4+kkx6Oe/RfMmIeH191BefQGJFMnN3yYnoF8quUsBi9YjcMycQClqgqiyh3G82xd7UUSHQiig/rIVhKd8OnHy0l3eXG5VJwOBZdTxeVyUBnRmOl2cfPsAQRCMVbV/pUsj4sE0cfejavYe2AN2UOGoyR40YwYUSNG1IxS33kNelCnyeWgc9dcrGgUKxoDLWZLZwdD9A68w0XpUR664+I25/Lqd9excl8ZK28bxeiIQSgUIRyOEApHiIQjPPnjToxu3blwWC5hzThmimgmTcEYslMmptvl1jXDIhozCEV1zAQVq5OTLb8U0N+vU+GTGLSniaJnN5AIlF3QjZFDMlr6su61LcQdqCfB2YMc2YGn0yB8U1KoFlPQLYH+3Tx8/PwPLDgcxfvJK5SMOANhuInVHAezuimLgKgSUFXeeeJtbnzsRgCMaIwnTx7K3xoDnD53CfeFnJR/9T0DPv2EuKS+bBt4E7K7lvDUddQcSCel4Gyip7/E8PXXIGeNRC9Zz192ZpB96C1SL7FJp2mKDB5yHgMHtmZ0fOHazQv3yMw5dQ6D044trKcbOs88+THxWhd6aTKhwzpXvrKOCtlEB+IViRFuJ15JpEHTEZuc/E0MHkM8AERJBr39eIqLJg/homaV+q1vL8U80FqETtM1VFHBldga+6O62ndFBBURDm2h2+T+dO/fGu82/4d3MREZeK2ty1G17QCbn9iEeNRgK2ekkHDxTejVNXZcFoBlElj9C/XffsiB+lx6ALevupOqXQIJUScXZp3D6UNnkZ3ek5l9hvHp/hGUxDagI/C1X+WcUe+xedsbVO9NILxlG5Zmce6Ec9nx7HwSa23iqAFOJJy4YGEjrqOS1FMDHhqXFuM7Keu3026r98HK52HghSApJPcezo7cO4j3OXHu+ADRiOJNTGL8hZczdMZZbP1pLjsW/8T2hQtaj19Ryejdl0EnT6fHyLEIHXpS/2vwX5GPt99++zfbn3rqKZ566qnfXKYD//sQLyucJO6jvnuMbeZQLJfEg9pr/P3Qdl5e+jz7evWktKQfr+edxQd9opy9+FsyhFpcVpi4kgpuMb9FA4bmdgUKOJCcT+/9swHonDyJDetTyTZSKEyIZ2g4GSX/QqzcAt6cHGDhwSQ+zVeR43uT5OlDHyfI6ISwvThZWhNeuZjsWBkGGoagIwg6blmjqDGTV8rjsBCxq5tEmyfbKjIjZNKnt63KOIJW4ajokp1Eyz2M6zuE0Wf9ikBcAP+64HQApr75Nk73sfEfmmESuW8+Rc01PH6NRftqAJXU9Ax+rQdpmhbXL27kjN6ZPDS++395laDr0m3Eux30/9pO1xxw50iWvbmFvsURdAGSOh8bBDvq+iEAxKIaVQ+tJTvmYdGX9fT6k8rIIf157NF/YPkMQkAjnekTH8bnUkmM9/DTviAVUjx9Y7X4rBjPkM0zd8/Fq4UJKC7G65W8fO1Yzv3xHbYOmcLo79dSnTKYmmzbmvLlEAc7hK+4LGEOQ4fejaoLFKg19B87mzr/xUiyg0k/38qyXv0o0UYy7YI/MbB7a4ptVaCK8uYYn7zktjFlr9+0nHi60OSqZdz5g1jxRSmzAiq7VIP1Dp0wERY26PRVVXY318j5a15bcqAbOpFIlH3bt9Jr4ODjnvtYcRM7pFqEtXtpqK6n3F+FIv6+12ssYluGHK5jM2VMveaY/49UxD16gBVFkfQH22qHrB27hPi6Gnr8WI8mQY7UlTFKLluiO3mt5lNe+/lTJmj9ePDcf/HMKQ9y0dyzETAQEBicNobBaWMoGlbEO/95h+2LtpOT1IWK/E0kJp1EoyeA2DcF74a2pEy+PAdXqUnjgkKsiE789Nz2D7omHz67GOK7wIxnAFAcTgZc8SAAFXu/4khmL4A7Lp6x51/MmPMupLGmCtM0iTQ1UbZ/D/nr1/DD80+R2bsfM275G3EpHUqr/xvQUdulAyeEgMgQYxcpeTvZJEwCoKxgAw+eq7P4ovdJqy6lNC0b2bAIy06+Me2v05lBhdSgwPeuT8lyrqBTxEGVM8rJCRqlgoFlSRwotOMLvJaLyP6l6KljCcrDiT8wnrimOGY1GMySBLIeH8+2f/yMJVjcMn1iO7288pj/CpYvZ/3qxSw5I4m0wUMJBsOEA2HCwTDhUISqr4rJNdsXdJp6w43s/fMK9HD7X7yCJGEZBrXFhWT2OlYJ68h3XnmwfQGrZI9KbTDGsn1VnNTLriJaenAn8R+cjITBNodCZL2D0q1OCvNmMO78f7W7nfZgGSZZ+U2tfbHgpGsGs3ZtCVndk+ie0dYFFQ4FWfPy9/QkC4AsWWHTmzVsYilWmv0lf99996H8qnLuwQceRLQshqeq3HvbbGbd9xk7HamEZAcJ0QArHZ354emnceg6z59zJl8WDMAVrgZZRo9sotw1AID9TX1IOJBCpRylynuY/el/ZfY4g4rNKVT16wqbmnCyh6X7HmKFLCNIEoIosiW9HJrHtcNl++iRPaClb4beeu594WR279rFhbdP4ss3d9K/NkaTaPGJ+0q+lKdx+q1v0PdJO8Op33XT2pwfh6LS6II5c77k/t8gH/liOflyGVsXFNr7xcXgvP7HXf5oRKM2+XAeZRkxDfvcC3JWy7xW8nFiEa+1GT6S8zI56/6HcKR24u1kO+5G1zUen/M3NlZsZEXSLiYuvI/G1Nuh63s4mxbhDK5k+EfDSXImEdACKOkKXQNd+fHt9/E0FJLmyqUTXQmGGnF060T0oJ9ArogmGfS6eBSq2wF9QVBEGn8qRE524R7a2VaXPYLd38MXl2E64hCvWQjtZIZJRpiI2Jo5E6hv4utnfqKpXkFxaAyems3IM0eQ3qMXw2aeTfGu7cx/+Xk+/PutjJt9Kf0mn4yidiQy/JHRQT46cEIIokBOqBJfUx0ra2Yi1KuoTp3E3QE2pCTj+caJUgirx78IwPxOEo6aSvqatgl5fso5fNv3zzg2FdEneR87sThjwnuYpsDWsj8xd29XdtUXMroxn9ViPbqWxJXi2QhCsxnbsD+BRA0Mz+8zq4b9fgA8SUk4PS6cHhe0Vgyn5KudWMcRk1TjPAgIqO72s1qGTj+DTXO/xZuU3KZNlkSyhQbijiP3cPX4XJ75ad8x5uja4n1kCmFWdbmODWGT7BSFgaW/kFS27ncd6xG4dItuAZONnRUm/mkQarMK6UknHefrE1i8cA6eAf9mcUThjAnzSCipglcrsbAHukEDR7YhHgD5hhe/5MErN+F0O/nx+SsJNQZwx3nZMH8Fly2uojhUT1JWX9bPrwAgb1o6ky6ZyK7lK9BefppAHzswwNs0lATdS6/qkfw8oBBR2U/GqGoaDvmINtgDSHxWV2RFwdR1TMNgdCCeHVolmmLx6dp3eDC7VcJdkkVueGUS/371E8z9Plyb4omdUsdd/5jAozcvIsEUEAWL2cZP7HjjAi7LvpEPD8tMuH8OKx4//5jjvOHOv/Pav56lvinwm+e+PimG4pe56IzZpHTpRFxSwgmuVitizZYXx1FicHMefxmAtLzWekX+cptYPvPtbsyVQVRJICHk56JP/47UfQiOtK4t+jKGJFKlBVj9n38jxmrw5CYgShKiKDJDlJgpDeOzA3vZmJlNYyp4jCpC7hFEPOMwa15Giu4npIfACXXOOnbHi1xc2oWs28YReb2Q2L4GEu8cT8WT64mrlUm/51hlU9/ELLTyIPVf5dO4pBjfhEwOyRbd54/EZdrnUow2criqnuxfGSq0UCMeo4ag0mr9+/Zfi2iqTyI53U9DjcWGeU0c2v4t5997JqIo0qXfQC575kUWvfUKi997nXXffM7o8y5iwJRpdvZQB/5w6CAfHTghRFHkPOMXtMp+hCyD+EApNL+Lu5fX8ciAPNx5cfRqjis8rUpl7KpXWT3uCXQRorqMUynA2+sJSoASYFGxm+t7Ps7FMwex1f82UqO9suqvQfXXkJ+ZT0/V1ndoIsyBNbuQDAHD8TvJR7NSriulfaVRyxRANNpt04IRLKzjko9wwB4EPIntK4+GTRHPcWLgGiP2QJORYH/VbZn7JqkbbetG/3PuYlyS/SZe/24xXSvWs3r+04w59c7f5csOywKuzm7OPnvACZc9gmBkHk5vE5kqLN0yjqCYSvqV3SF2ATWLwUqKtrveIjEXTBiQ28ro3HF2PMCI0yYwZf4jCMBpt91OUlw879+7np3LoyiO9YybNYE+48fx6o1L22z331Oe4NCBJ7A8m+lzYQETJ+6lvN5P13aKli14YyrphyZghXJ4Yv8H6IKGQ7VLwgsSiKKAkRyAMh+KImPoBsm6gO6uZl+Vh6ouBrnRDVwxsysfflBGse7miic/47nrZ5Cc2CyAJ0lgWb+pmQKg6zqiJJE3qOdvLtcewoEIWAKqo/WmKd23GgQP029sdQeWNrvy/EAkohEzLZL9dQAYB7YQra0iGgliaVFyU92Up8RzqLwIyzCRQkEsBEzLDna2gGxLosjnpTzUwP6Z0ygN+Rm9ehNJnS9g7aTTqQ5XM2fXZ7y66w0cMZFeM84hJbsLu9mC6JaR4x14RqdTtLKU8Ed76XZZa2CzIAokX9Sb2ElZNC0tpuK7A8yiiX1O+8WxOm46YxsX0FS+H/q1ZnSVfvU4mTueRQFMl03uTdNil3oIR1oDDSRw0c3nsfO71YxseIaCN1bQ/c//BEHA5fVx+u1/p76ijDVzPmHh26+wad53jD3/YnqNHt8RD/IHQwf56MAJYVkWB3LdhB0VOPRp7JJzaDIP4mnqhCexFNfA3TQaTTTs/orpk//EprWr2DWsN4q7ghdOz0AjnrN/+IElA8CQAEsEweTHQ3OJ93/OVf3XsTnYH45Slt6ib2V5XHHL/2P2DCHX8KD9ThGn8JEiXMchCBgCwnEIQrTBfkE6fkU+qqpL+OLLFwjuO4woWMhy++aNiCXiPQ5JqgvGiCeA8fokCq0IuUYdGjJr0i9hcNgasAABAABJREFUdEKrJcXIHIZYtpqx656gZvRlpCRmtLu9lj5rOpookOj8fZH/pmmy85e/kpyyCUyRCjENS9RRjTrcwVV06X0X2xevx+lu33RtKSoj4jVOmzWzTVtVTT1Z1duQ+46ja45dO+ZPz4zg04d/YMsvBn0n1JHYOQklrg6t8djsE09cAlPOmMPyBbl4gzrVT45BQqBEsHUvECQsRCxB5Ip6g/Im2wUXdFUhGBLRJgOHoIApYJgCStS+hl7iKF1up26P37YSszSeFy6T0DtrfN6jP89PjfGXRTUsa/Dxt9fmcf30wXhcKm6HTDQWQz6Bq8MwjP9x8czyQ/UIlsg3z21GkkQEASzDvgfnvfQ2/liEkBBDd7lxADfNGsC40Xa8jmma/DT1K7yNteQ+/Ry/fGLHiUxY+TfOXbKSwJdvUHz/83T/+m3qAxJVew/T//LZLftuWPg5Jc0BtZnuBATNT1AXOVheyPYD26iqrkXWBTKjCZx+49UAqKYDwyNg6RpawwpWBrJhVTnTMzx0m9r1mGNTM7wkX9yHq/cUE9XgOtf3vPH3k0jZvAy+X0D/lbewpXAdzrGzSEhMx4yFW9ZNOc1WVS2sqyeqajTICXw9bBI/lKxnvnwjCYpO54oD1D3yA9KY64g/9W8AJKZlMOOWvzHs9HNY+dkHzH3hGTbP/54LHnoK6TgpyR34P4+OK9GB3wGLoi5HBuJfWJF/KamVF3FWgsLuYX9iSrkbSTU5HJjMmq8agQFkxQe5NO4GLt4gMSdzCNv69mKSMYH5B6cQwwBBw7IqGWX8zJL65xmcPxdXYBO70xIxBQGptoFOEYtYTEORFfw1K9gcNMjtMuV39TgaDiPrOpIsY/prMBtqwelGcMUhOJxYhoAU1/5AHW20X/zKUWJikWiInxd+QnTpHnTVwJ/UfkApQBQZn7P9gchTv5dtzuvAgN3OIZS4R6L2nsaYaRces9yYaX9lgyeFTr/cglP9bVEzAH+zvPf9jgin1gbpkvzbCqumHqFa+QGAoTlfkth9EABfrLsOJbiI9btvIyfXjUMe1f76loV0nAH543c/QbIMZl/VqjrqjvNxzt+m8ckjG5n7nyUMm12B1mh/KWcNLkV1SgyeNJyoJ8Jd7w9mPrYV5UZfJTsdDqolifOaAkwJ+BCxECyTSW6TT5tDXP724Ox2JdJXfpnPtoXFOB1OvDmdgEYUPUhYhYNpYJGGQ1E455RRnDSikVOfnMeSBh9LPj9IohDiLIcdk5Qg/7bp3jAMpN8w79+4cCV7NQtVAFUQcACqAA5RINDFgbc2jU75oTbr1ZbsQo/WoIkqgiASUrxkZrSq9oqiSPKtt+K751a2PfkBZM8AQDLs+8HSbcvVp8/uwC+YIDhYvOxdZszKpPtp0whb4LI0IjGdgwX1xJzd6Lc9xIJvC2hyxPhq6Fcgg0+w44Uqt+bjlnwE9VoabxxMoW8sYIsHLphzgPTFxUy/YwjupGPv2R3NVpvseCfvLdzKwwubGCA8zlXJOzmn5CP44iOK9d5sEWbjyLqXhJKP0D++jNK/bOOihQepGHwyarO59ZDYjU2DE5i63CZaSVTCmseo3vQZ3nP/iav3JCpKili/Zg1xvQcwbfR4fn7tBaoOHSS9R4fswx8FHeSjA78DrWHn6gGBWd9/wbKREygd9BIHf+xKqMp+0ai+CCFPPe5oIgXR0axovAp3wE+l38u31vSWbYzv56fUbzCrCH5u+jsIsL/nBaTv20WTy0GOmoSUlotlmc3VaQ1iWpTyUD6J4u8M4otEUJqD9g5OGY8eOnagdE99FDOSSsE/3qJ04DuIghvZjEMyvKgV3RidegZNy4vZufU7amrLKKvcS2X4IKZgUTstnV/MDfDGNVyScxWK04nidOBwOVGcCjFBwedsfyCaaKwBYH2Xqxhx5TMI0vEtFUbUftm6nCdWd6wVWq/RiO357BjUg9Sk4xMQWXUj6h4sIdZCPABU2XYHdZUOQRdIdbXvmjJN2iUfDQ1NhLcsge4j6Zp1rLR9UkYK3QZDwbZElr3eOj89J52R00/GsizGfjyIwFH32yuJCS2/H3ckIQw8mdmn2PEdweIi+McBALRGP47EthoekWbl0Tm3z0F3poDsBMvi3iskdFlgQtLZrf1LiOP7v00jv7Cc6poa3ltZ1tLm1y0ee/gBRCzb6iWYyIKFLIIkwLb4buxP68rc+SuQBJAFAREBWQDBslinekmKNJIiCvix0AQBDQHNFAmmZ0LnTN65/WhxjMktv6Y/tBCXJPHNg5NpDyPPOYWXf3q55X/dPIho6Xxy9iyG7LXJU110J4ZxqGWZ796D3F/2ED41DRc6F3+7ldWp9nDQXxSY4JUQxWTO2fscj3d5Hc1w8fDDDzGtOkjiorkAlAIbJl10TF/Ka6MsuH8l0y7PxDu6X8v8OFGk3jSZfVoeV733FqIjhR3RPP5Sk8cCMY3R6m5KpQHoQhOby+Ei7TkChsqn/1jN5SHbwvhN/+dwuS8lpcs+CvZ155HIvVxTPZc9UldWJw3gbeNZUj87ixqhM3uMHDYLY0AQEMNB3KKEL/m3iz124P8sOshHB04Iy7KDD73SADxv70UMgxx+m0DnTTgT01vIB4IDd7TVzbE9dAYAoaQDR/MXrh7cheF9xrHusb+xr2lIy/yI6iIhZnDe5x+06UNJ4SE+//stfOGvY+mK9bgkqXkScSsyp2Rn0SUhrmX5WDSGYllY4SB6SCBpYh6ukaMgFsGKRTAiO5FTc6jRfybmqSQ5djKGFSGk5BPI3kXKwfsQNQmxRqS72J/czn1YNGAFqWldmdatD78s38ACxzoSPyjFobUSjZggY+Vci6K3b/kYWfUlAF3LllH6zBSsZgVUS3EjqB6qzDBml1QEl4+kPcsAeO3gBlRRQtFD5JkCPsWDLEnIoowkyThkhf2/Cs2oboz9JvkAEEwZUw0S9lfhSrBjN07t/xAbD+ViNAUwmt4l3t3+C9u2fLQ9xrdu+hMOIwL5a3j+kksQRQVBUhBFGVGyJy1oYij9EaQgopTF+rWb+UB4C/QGAobFNd0ncdu4l7AMg637vuTyDY+3bH9exVrOtywEQcA0W4lR6co15J3R1gV0yG9bE0wzQqeqTXhD5Tw8awtN3n4Mix/LP6beQFQ3cDRbNtJTkwgd3sTly2KodGJcUpApXSwEU8MydExDw9Q1dMNC1w10XUc3TN5J60q920c8BoZpEcPCsCxMBExBoF+4kWeH9WJoeuc2fXxwyX7eN4Nt5h+BYVrIxylo1x5KfbuoTzPwiQG+mjydPTndGRLaRp7elVigidIKu+De4JO785MVZJMzhyMyHY9sDzOlSscli4RMAbelcGPJJbzY6TNAYIMQ4ZfTb6ZSjCdTaWJsrIwe5VHS8r+hSdEpyupD99QJ1H9dhWxUo/ToTdn+CupNk5SQH/3UibwB3H+pxMXi3eQY8Vw3YCTufBfJ0RiyJaILJp86V9FTT+c2vQ9vyRHc4QDja4YDezkjfxjdxW1cLf+VfasyGMEePj37FE7W/sUnjicYq+9kqBhm8M0fU1xwkK9/nEcsqVO7AeId+P8OHeSjA78DNvno2vMK1NdcFF/2NwLRJoLBeLpOKuep0Y8ihnVOX7+bftU6hsuD33RjIJCvGGT278M/c/3sLPUT03XG95nGO4erSYj7AirPOGo/GlK0/S/tSHOBrD2du/JzVEQXBSzB7luSVsW2Xct5aOgAZKcXyeEicngPTm8CRk0xYOEaPY64q+5ts93GVRsQwhaDpr2KIIpsf/U+art9S/9/tpbmXDznW7ps8XDVpQ+0zLul4K+8VPIcp93wBB5FRQtHiUUiHK4MwG6NtIz2M0wWmFM50/weQdBwRKqQrBiSFUNGQ0YnUzQQjypRs9/dlcdKj6Qc/jrGxGieWplHbqiYQ+4u3Le7iA87e/G62resGFoYQ20AmoW0muFyJDGh9+2sW/c+AWDf/g/ZfmgLJcGeuJ3JOBUZp0OhWlPp/yvuEYnoGM7JiMImug0YjRaNoEUjGLEYuqFhajqGoeH06JjGDkxTRx1ZwA/eYg5V2Bvr7nYxo5cdZClIEkP6XsAb6jju//gNqnK+YZMZYHv+XDr7slj/+jrAzgbJm3lam2OsqQ9TVRYkAeh23an0y5bolJ1BWl2QadsOUCYKLFi3GzSTHEPkwvQkekTLePq7UiCVj85OZuTos9o9f7/Gv+b/yFSpiKd/5T77PbBMqyVFu6Haz8rPfyQWjjD+gpkkpKVQrWk4NYPt60qwBAFRAEESkUQB3bK4b1k+2xPCxBkCp2Rt5drGL+g9KciUYU+geAW20Y1JL71DQnmI2jiB3n85h1PH34bs7cR3S7Ye05eh9QZHjF3eVAf75P0sazhIb38vzucHEpP93CZ8SMRSmBF7kudO6cvSZUE8mXfxReEzYOXzS1U+J2dchvBDBpDPkS8Pv6PVgvf4Rwa+s213TefthXyjDWCQVMoAsYR4wyKoSuyXyzEFiyl6D97udIA8AxIjIqnEUavfzLtbvJzKBhriWy1e3yVPwhftQsYp1xMXn0BVYwBEkT5jWsXpOvDHQAf56MAJYTWr/QiCSPKQ6TS8UgUvf8HOZaMYNeNnZjh/5EfzXK76rtWWHvYouIK2n3fvlAc5Z8xFzDpqm9M7JfDXSCKT/ffhFS8ip2Q9RR4Rmfa/8MzmdM87+3bjnJHDsSyLiKYTiMUoef1khjTthv2ty190JO7t7U/odT5E3O3rbhh6AMlsFW5yJWdiyhHC9WW4moM8jahGTDw2Lzei6QiWSP/hA1AcrY+RubsKdm8gKb796p4bQt3ZX3sW97z9Xpu2nfkb+On+hxl44yVMGDoFTQsCDhYgEjZjPD7/z3RT4rl+zIPopo5uGOiGQczQqKg+RNqWt6gfcQ/XxmCNy2J7iZ+xPdoXXKreb5erz1PvxeFr664wDDemKSJJC3hjYzY7aiLYhvZWJHuPlbr/8vM9uOTejL51FiMGtv3CPxqaYfLA6oMciv3AbOszPqoKUqqJHIiqnL/ocZK9OTQ1bCCs+QG4ZsxZ5EeGs6x+I5euuQfRlLiu7jkALrwpFdqxwrz+5DoSGk0CCgwZ3JmIYRDQTPb7wyAKTBMdpLtUVlc3ku+Gp+rrACeqL4NF52bRo1nDpb6uhoSEpN/Mlogh4TyOccKyLL4+tJImw0QVVVRZRREdeGUnkzrnUrS3CPK8vHXbfTRU7gMrClgUbPwWgIdz72A4MnxzqN3tv4LAnelxNPSL8LE0g4+x4z6yhUqUJgO8MCJfw6FBer3F3me/ZnjFd1zq6wlJtqjXu1UBHDUQ0sr5zHEQyRLp5u/MVrkQBMiigr4caBGycQoag4SDDA5vw2tcQNho4qTiCMu62PfEyoqvOSvbFj+ri5Zzf/V8AkI6hUOuJ2fLawA8kPUfrik/j11aEgKwzchkm5HJJaGf6CVkEPX6CAZTMWbexBWSRmhnPE/IFn2r6ni/aRL3FW0A4KfRoxgxdR9TxZ/ZYQ2kStxAwa5xFP6ylcamJiZPnsyECR3k44+GDvLRgRPCahbEKNj/DfXlEk16DYP/vId44wy69b+Lso0/8IsWO2YdtbMIBfbvTFf6rzdJts/JqTszGLGrGKf2qr397hkkpLWf1VEbtM3nic1BoIIg4FIVXKpCVPezsetMsvpfgKGFMaMhdH8N3ppK4hq34wisx9Wz/crKhhFCMu03qt9fyvbkQyzgUn5cuo2wXkmsNEBtlYcuUoT/HLVeY6QR1XAeQzwA6ptThhO87WfCmOEgONt3hzQG6gABb1wKTl8aTuDosnhOrYI0VaZvdtu4l/xdYXr4t/Cp2Up6/nqwhJkF1VSbJrkulWtH5bZYQkzNtiR17n1qu30ZO/Z8LGsWuq7x7KaPmNC1jMfOPotQJEY4phPVdIb1ym5ZXovpVK6vpjFVOSHxAJi9ch9rzChnNJ7MmafewqVuha8Ob+KLA/MpbiygsmEHrkA9OOxr81b5dy3rJikpZDTa+w4l1JA8oG0QciwWIxbQ2auYbPWavPLMIqKnZB6zzLXd05iQabsJt9UHWFBYy/M1tTAsnvKFTxD4tgZPrIaeRj5BXJQ4e6FLTgzJgS46MWUXhuggq2Y50eHPodcWH7P96nAdW2oOUh5u5O+lvzb560AA5551pPaQEHWdhoptpGSP4rSbrmHh2x9Rvs92u+VGaylPcJI4aySmBVgWhmHnzDZWBclcUs6tJ3VjzOBjn52/fPItn6bnMGHLemrOHI62L5+cnTX0LoW+hRZrcou4fse3ALQoyiiQ7UrHERHYJhzGxN5PyNGVOQf6MzaliEx3I/WWl+JUL3/2fsmbjiQclV9yTp1F7+RBHMq4CgSZN8VDVMVVkBysJcNMxOPIwRUX5qPJs/nMoeEy51ObaxLtZl8XoSGGdKCRfwTeZ27yeL7rfCGDFifiPzyM+JSNrKjtRHn0Fq4FtMFxeP3ncXHiEgqH53C99AIA/daWIPw4kG0X7MAl9eeGG25oKXTagT8WOshHB06ISMg2z4f1FYTrV7TMX/3Z1+z9eAeT0i5gp7mkZb7liENtSkJLiCD6K7iiVsQ5dzOqINiR/qKIUxQ4U8ukPNNL7jOPER/nQ7/zRlSHs83+AeqbU2eT2iln79ZDRFN6kjayHRP5yn/DwvUISV3btgGH2AIqzJ03CVUt5dGyZ2jYrWL6JMQmO+AwQTQplY9VO22KNuE021o3GgLN5MPXPvkQokGkuPYDSIMBW5skvh1LBEAEE6fUfuqrHravkcebAH7bylPoEHjNjGKIAlg6nyzZQVASyDZFHvXY/RSOky4MNsFTFBXdlHCrBjkZnY677PffHsDnrKb/xC7HXeZo1DfHazx1Si/i3DYhOi97GOdlt1ZD3TLjdJwFBzFSNHqdXM3a69bywKaX8RREGb/HDnTsNaYzZYerUVQZWZFQHQqhQITPHl1PJ0uhQDFosiycXrXFOXWe4sIlSYxLtzM4LMtkUKKXXI/AeysLqRfiiZmViEDAk01BU5RyV09EDGQjiqI1oZo1qFYU1YoQEb0UuTL4wpHMlJKNqJKMKso8mZ/PWi0XsInHt70hz5dCVA8RNUK8V7iPtxp7Uay46SyWce3LHxKXYpOhix+9E9O0U0333zsXQdHo3q/t+V++zxZwe7igjFDjNmzThD3lp+fQrbiQ+9/5D6p+bHbW+F0Wn3Y9NrsmW3Ix8bSzcBKgtqiI3KQeLFmylJggUBvTaUgcTm1kNCPzviIUpzLdWMO8BpkJXb7koTyJzydaXOrcjjznK34YczGxrCTOLl3PkMnzj9wlGECvgxJuS2VSrBvdenzOeh4CQHHrPNnrPr715HK98A8AkoSXsDZcTrlwNcMTH+GL5i2VHjydn3u5mBgK83pDNbdH3fSPCkypvZvYoDTk7W9z7es3ILcjkNeBPwY6yEcHTgg9Fs/eL95AlKNoyZUoUgQi1Xh96Uxy9uZg0zZy/HsJOF0oziS8Sb3B1Ak4DOZMmIDsdaMBIctEt8CwDAwTzhI1gl4nfQbaUfG6ZaI623dXNNbbYkqpSW2/YjxGCMHhazMfgKbmAApf+xaVaOVAHJ23IxCHx30K4f32YCw2aaTnxHPFqK58sHQhMe1Ym3qTFsBJWyLUELQH9aSE9kmUGAuhetq3DNQ0VKDoBus/eBn1hmfI7ZR0TPpmBOu45MOM2ORjeI8c1kZFsCAz3oUsi8R0k/+sLeBtOUCdIlCHxRlGN/5DItJvkI8j0EwRSWzfbQWgawY0PkG3mbZM+U8/ZJIUdx6Dx92Acpztv9Enmyk78zl56UZOSXRyakYqU3OPJYhD5v1I2Td3kL71LQqvWsmEjD4szfgPz/51bssyxfMNiue3rVMvohD0HmJylpcPb7+A6pjGgFV25sdXWpgErYFFy4swEKmyEkigHsMSaRLiGWmtJj+7Gyef+VrL9tq3mx2FJVtpEh1ckt9yVoBcxiiHeKLvIOJVDxneY6/748mDuSlYxfer78IbPkBcyspjj6HZzeMlAavRomL9XuJ6pGNEYwiCiChKZEVtUt5DKiOsRLDjs0ws06TP4m2cs/QnVF2jJg5SbG5LwAm5l4/DX7eWnuu+INUdx6oB06lqquWXOe9S4TrqGTxKXE33JVIBLFnSH0HOxOG7gAO93mRNn5M4I/I8GYpJH5fJghkWu7O89PA3MGTo/Jb1TV3As0Fg2IIkXup7Cp2XfYn/Ap1vu/2Dx/ddw5mFb5B2dQ3mUa5XVzgIqgGCwqG0IlLMOShaJtGAQnG8SoAYfet1tqc76FZrMlu6h1fMPzH7pls7iMcfHB3kowMnREAPAAJ1agOSqGJFHbj8uSQIDnBCprs7qY4s9JRDuOMX4YxdAEDw0u58VF3Jyt55dE+Pa7PdH942sHytpEEDHJ72XRKBQBO6JJPsPXbA16NBHGaMPptfZ7OVjCM+jT6jTkU8kgbaZH8Z4m7fmhCs6EH14VyuuNuOH9gyTKPfQz8zu4fMM1ePB+D1nwU8TuuY9Yr0g6hCWyKwsqCICcpB/v1BJYqiICsqqqqgqioOVaVrtB7PhkMc/CQHxetDjotDiY9HiY9HmvsFp+yq4YasWTz8wnr7+LI9zHa6ufpAmKld3kKq/qjd4zAjDUQEFbfDTYb32MfaoUjcMaEHt5smOw/VsbC4jmetEDcLbxFfd5BTvMPa3eYR+Bwx5u3P4u5PP+Spiy5r0756y88k5K1q+V/2lNJovMjy5bbcvhA4n94DLsfliyMuMQNJEumZ5uO8T7ezqmsGn4ZUPjhUyynbizhQblF2uBHBgrjObnyec1l0/zPkKhKmafLK4uUEfRuIuNxMnjYdBxJ6zEDXDAzdRNdMTN1EkkVWb6qlvKoBy7JIVRX2jOpLn3W7AegllJDjsvg8ZLuwMqQw+41U+kpFXKu/QqP4+zMjLMviVetPlAmzmThgFjFTJ2LEiBoaA5JPItXV/r0HkO7pRM9YkFDst+XbBQT0r6upO1qJj9YQ5DtSIHfM7GPa6r0L+aXxI57yirz/6C6WvPkIdfk7OO2Rd3A5vAyu2cWGTy9B98YzNT2dw8W228gViRB2tpLnzrEYUUHAryioVSUkucB0pBEBBPdtVIsmY4u74upn+1mn5y1idJ2Jf+NgQmPjkV1RVEeEwq+7MH5pBQXn3USRVcbBsWMY/MNWnOHdnHwyzOhyO/pSP+nOy3kw8jhVVWUkGYPoE2fis7bwWf27fB0RKB36HKvLExGU/szLreXMf9TQvXd3VE8FXxlpXPf4VSRntW/p7MAfBx3kowMnhOITeG3Mbbx68quMz7QH5Jim8fW8X/Cvk0jAgyq6ENVkiLVqFTQEbLOu5ziqpN13biUY52PDj+8gqw50SaQ63MCu/RtwOT24RRdedxwOj5dwOIymqKi/CvprCjWSCCRGK0lcexsApb+kU+3ujiZ76RrcjsPykOBoS34AopqBQ2790vI4FCRMnEeVVo/GZDrFHxtwKhkqQjvy7Fn4QawjHDTQTB3RMhAsA8kykDE5e3cBzmiU2KP/IPardQcAwZ4TOaNuC1+kDGW6PI8zD64mpOTxUvez6KJNZEDFWax67A2+TPuMoNqEiIgkCJixEJnJSdzVjtBWS59FkUHdUujTNZH4zT9zfyidyqMUJY+HumadhW1lba0flmVRWvsyptGFC09bZKtzWgJrFj5FU+NeJN8WJO8c9hyaY59Lf2/ivEPo3vd6Ev2HuS81nRlnDuaGX9azeI1tvTlyNXTdpLTAT3EgSo9EN1+s20jNyqWE3B5OP/98xufl/Ga/V29ZjCY3sn39fgaN6kWiW+Ul98/kB7czPLqDkydu5v5oA3XhenolzSCoG1T7Kzi4PUws/sx2t7lwy0EW7yikIazhUST6d0miV1YKcTSia9volXAX6nEEySzL4ou1l6ME1hEVvHQSGwhGRTRRpVKKY9prF3NZ93GcM+4yvK44Du3ZxeIF85HCAZItkT5TpmBFDBSXA9OysEyTxppi9q5ZyzDXSW32lzjoZHaeMZTNRRsBmHztQ8e0p3cagMtS0AWBCX/+MxOA+oPLKNn6Jv7QNgxPFK8/HdmXgoBAZO02ssReZL73IwCaprH5nRd4be8vOPdWUq7EkdyzEaNJYcCBMRg//pOyGa13uZikM29QN0yliCAadO1KcdeuxDc2cE7CIxB6GjmWwDvOK6gRPFywdBeWuIT/3KYytiGRHgUm5W6JA8V/x/fj3RSdZOvTuNIbqMnpTI0cZerksR3E438JOshHB04IzbT9xfJRJcJVReHCs2awYcs3VHVpxBefQ/rGY+MiSlbvhyHpuNXj32aexib427NEZAn65XC4qIjDDzzS7rKK3NaMWmx4GRL5mJtm5HJ1Lx/7P70bOdaEqgXxRWpo1ASWGRO55jiZCgdCtuVl/5rlJPiSkN1uDERkUcA0DERJIhpzEOc+lnyE9RBdlLbptD3dCof8Dh69/y9t2gxdZ+8XXxA6fxa5s85Da2hAa2xEb2oksH8h5pxtrMu4ANRqZpd9CMA69U4UOZubvn8MzxnDUXECfYgz0xEkHdMyMbDYIfhIjU1m2c8HUb0Kbo+K26vi9Ci4PApul4JHllFEAVWROGvAcO5fV8qRNOrfQliXGJB6kCdmndymbWfBIjo59tDoeuIYF9H4U1vTmiuL89mZb4vMSY4qGoUvWbywGIRcho0ZhD+ksWt9HSBy40np3HzyINyKxIPL8/lg3n7WlfnRqkvY+9M8JAzuveF64n0nFl5LTUyjoukQlWXVgK1sef6ou/jpxwlI7gAHDj5Fzx73tVgmPLJESPUR1p24jTfZUXgKA3IGAqAbJvd8tIwv9wQRsXCLBhFT5Iv9FQiU8dY0SJI38Nm8qcSlXs8ZI88/5nxE9SDfbrielPBqKqR0DK0WRPA4TPaEY2zU/ZS7dvDqoUIOrqxGxSBmAgiQKFLcVMekyf3xxSccc4x7N39C2aIDDLaGYZpWq8WvGd82E4/zvjuXmJKJLLmRhGbdFST+ltWEGAgQri5k19w/0dC1CEEFd6gTLj2diK8CM1aO1smAmeAwWq1kiqLw9p//RlXRGexf/DXF81dRtCSD9KxhNCZGkK+/joy/vYMvpPP52CRKUgT++dYH/PPFf2FZMCh9BLuLt+JUT0cOnUuBOZctAxvZV5FDWZdUXnn1U+7d8iTndv+Ra35+kTuBDcEojQX7Wdb3HAaVHGKPI4slMxZyZvUZWKLFobKdjLNOPqbIXQf+mOggHx04IWKm/fUiC21vF6fhoEkxGTFrBOZMnbJH1iC4ZayQjiQnAOB2yvxt0V5W5NegxwxqKwJk5SQQfvhJ+lDEk0PGIjU1MGTfXujSGU00Wb9mAe6NVfSePBUZkbXrNuGO6jx15zJMScCSBJAEIrrBOQEHRXNKeSPFg6TcgqyI1Eq11GQH2Jtfh24YZC59EIfixqm4UWQXquJGUVpdOJ/8tBjAziZgBO/sCPPe9nmohoYhexj05TxWv/wvStLgo4udlDuj5Ap1/PL9JQg4EUQHkuCiMaQiy+27jqJ+P6Jl4czKImnQ4F+1XsKeIvvL1Kl7OULjTFdPYqILf2I2ichUZgTpXObh7NG3MmRQq/T5E29+xOVV2ZhVFfyaZpmAX4B/Oxa1XlNZ4SJZ5eD6ep4056PrMqqqIYoWggCCYCEIFqJokZpYTJES4oYl65AFFVlUUEQVRVQxI7sZnejlzgmzOB46d+mBrC4iISWTB794i4+3dWWykk83UadrtzTOeWExlRGRiZkhbpzcB7diD9qr8m0Xw+GGMBeOzGMC65jKaqznXiSCk+gl35PQo335d4DLr5/N+x9cS31kFb98n0GrTcUmscXF7+BQO5GdfW3LOqlxceTk/YfKomv4buU/uOWDC5EFi5qoiF+XmZkt8NzVp+JQFUzTYm9xFQdKa/h5zbUkSIXk9S7FF76PuQufpMEcQkAegewqISX8FSmSQT2JzJowD9WAgZ+Pa9nvWZm3MTzbi3yohorSGnZ2ymZxn+GsHJDFunffJN/w8sK//sns2bPp2X9gy3r+JttadOnHFk1ffcv9wxeRk5LM0KE34/Wm8tCIm3l608vsCosQKkEVTLB01KhESthNwyW29W71jqkInQTSaybT/dQnUeOPTdFu2vAs65teQ2knlqlT1150uvIeep++l0s/m02pr6ilzX29wMvzBnDywTLkrdWs2TETeZSdYbW7eCuSrtOjqRh83chvmsZ3hofdwxxkB0oA+CqplF6WSHLnJl4dGc+1373IvXlLGGMM4k/a3+lrfcWfas8nX2ggpPuorNjP4aI3yMn+83Hviw78MdBBPjpwQhSU7uTDZ3UcT17GGp+E7pA4mJjFh91nkuzIw7Xby1dPL8eliDgyoNyzkP61MX7IHAe4GPf+Uqr22+b9BJoYKFSRX5CJf1QWurKHLr1sV03P4VNb9llanE/9xipOvfpmZEVhx64HQCtH7h2PYZiYuoWpm8gRHasxRrKqYDTEMA0LJWaRbjlZXq1RJKehJGzkrsPftXdoyNkyF69w06dSJfeGv6HHovSsDaLjRNcNwlGTzWUrkLsW4SoXGbBPI8/XiWQjxCAhDtOKAo1gRtGFKKg5ONzta2tE6uygWSUhod12Z6CSAU3z2Jl7MoOu2c++r14DAojiOnq88yT6OzX4qu0B1P2r2JhRLhf1ciP9HjmNppCGvylCU1OMWFBDC2sYIR3HSoWoYFuxVF1D1TUsmrNATJHcXpJd9dS0K4navwWqjf3IWiKikEjMihDWGzEsDdPSEORKFgXhfuX4dU0+WjGPF5fUEzNU/NGuCFh0FgOEPXa67H2nZDHrg3yWl7oZ8PBC0jz19HXWc7DWLql+6/CuyLKMr0s8ZdWZmDmnkbX3LfSPz6FWcKILMrsdMgl1EimSAyleQjnpDhzZfenZy5az15s82GJXFuBFiI7DcqziUOFLZGdfi2VZbFv6BkWNc3B7CxEE8Ae7keCU0EwYECdy1pAuzJrYKkUvigJ9szvTN7szmzZvpq5O5p7pr7Fu33IKDvyIIG2kp7QCPSqwMSxy1vBXmZoxzV5ZMrnT159nm3YSr3Xj8ZOvAeAn6Scq9tSwuI/9TIzfUULFnfdQsHsnn376KZ988SUjd+9i+qwLEEWRgNkPmIuJQMxUSfEuQtNjLF8xj2FD3+G8vn9mblNnfgllsGN0DgkuO2PmgaeeRoqECWbtx6lE6Oo/ifQRVxDfza4wu/nAWmqaGjhl8DQEQcDR/QzY8hqlNT/gC12L+CvlW7PRzz/eeI3RsXPp2VNm4oBLeGPuA3zj2EZTWT4pTVFkC3plFLKroQeisIsURzlDv1uPZJpUOZNJyJlJepmX3V0ncObmgzh2v4ZAAj2zS+kulTB413JivXMgBj/GTWCMtJ/x+y+l0LWcjyMj+HODSpl/IPn7/0pG+ixUtUPR9I+MDvLRgROiB50JNXsdytMUpG657K/PplDJopNkEEbGH4oSMS3qlENE4r9ge6qDakcXIK2FeIiYzPfcyBdxXu4PR7hC+IxgtIIn1z3JPaPuOWafpas24oaWiHWpPoSpVTA+uYZRZ7c1/x+NxVtXs+e1CFeO1bjqnFno+gyisb8QiTYSjTURizWhaSFiWhBdi9D4yfN4qxvod7otzz2ozRbtr/qDz91I5IMlPH/a3OOadV9//W5cbqvdtnBNLQBqQvuVdmPVZSS4I/gyUqncchGR+uda2r58aAtnZ9+CW7OtNRlpx/q1Lc0gJumIkki8z0G8r20wbOqiiWiZXuLPyGTx/JUYuoGiKpQUliGaKrNnX9Nuv/753tdclD2du069q03bnQvOZqe/9UvXapY+Pxpfby6hKpRJXmIjd0wx6ezKY/W8jYydNBSApsqfeOPkFwnKN1MZy2DL/t0U+1vrwtTXFePunIsSC1AVn8Og2c9S/r0Ho6EC9CjrzGrW7DjM1T/rBNDpdnol6gLbmhE3OJ4G7+mcetYrbfq+aHE3DCNIY+MOdmy8nQiFGGYqPt919O51KVOn/HYl4aNhWVZLZkiJ1Jv/iD785gVIhEmsuIeY7ue+I8QDQBS5/NxPufxX21EddnzNl4vLWJGZxNAptmsvr29/bvnrHbz/6sus372P3Y89wjW33Ipl2a9whyTgFHTi4/9Oemo2e/fdwbbts9CYxjz5aq6IO0iCa2TLfqRIa6xPpTGSaRe+ekw/ig/egFdp5M0F13Ht9LtQE3vT03kq+/mJA4un8MK6W3locgYTJp6CXlhA1dsHCCQGiY8lsGzPGr7ZvICCDD+y5mZzrk14ulY3sLH+bBJMlUWk0q+ugr2DT+LetC8pngf9D7yH4kxk9tI5DBvyD35x7KQuWk6dw8vn0mO8rHxDOLiNB6ZewI/GdG55byGW1yKpYhhJWQ6EojfJNEPs+O5BvNH3GHP6Hb/7+nXg/zw6yEcHTog0ZyoFQPD8Uzjn0RcQBIG9T3+KrzLMp89ccMyy72z6med3wstTP2Fklx4E9TA/vngbCSUWL18cYFqSLSj0VkI813Y6wDv5ywloM9rs0zINInGtDoS+E6awc/E+CjZvOSH58Ot1gJvqJSKcA7KsIsvJeNztfwntKW4/xuTX0CONiBF+058cjZrtiW3abZV25o0jsX3yoZnFxNKC9BiwGoeQzrAhp5A59HwWf/IY1TtrWpbb3auUad5fKTZqFrrUvjT9EYgWCLJIZk4nLruhVT7+3cfnE65rf52IFsESLJxK+6nDUTOGIkq8XVLNUwXlNBkmbknkxaQY9805gAAEYp2Z3rOa1666EoDH3vicKDKTh/YGwDAakUSTMyf8GUlysll/DEVw4894lVv2VDJqtx9rzzYqKps1ZhpLSD/70ZY+bDrwHWe8dXfL//Wj78KQqsnY9hbxrjMYOOGZ3zwvGzaeDUBpaS8KDo7E3dibzfnbcDj2MnjqSNyJvx1fYhgGPmsHphjH89uKeLquDpwCjgjk6HFkZZ7JlpLvf3MbLWi+tRyXpnJ39+EIUuu9FpeYxM333M+yeT+ybN16Pn/nLbIH2a6b26fkcvcyPyuKunP3qPF06jSfdesexlt7mI2bm/imbzz7k+vpmWPfe3++7XZef+HfIIKR1FY/xKvYebndHG/w9rxKkuJyCDaUkOEGlytEWBJ4cqXC6n2buOiwhozCyHAy6xP3cXpuGQcOjOGClI3c7HqDnyesY9qKH3ij7yzyvd1545cn6TQ8DZczwoCESv4ZdyMPXfA8ggC9qGA1QxEjtWR3nopbilAYa2Kg8ynOSrif/MqedHrpIIG0TWRUbmB4lyl84F1NH3c5sqsvmXInYpaTfcvLGXP67zvlHfj/Bh3kowMnhNVcDrvfrKtbBt5wTMdpth1lm6J2hku8y40gCFQs/JFBe6owBChMar3dEhzxXDbkHN7NfwmP0k6MhGGi5LUqo57655nsWvYRsqN9HZCjce7w03l66QcI5b9dWO0ISvt1InNX1YkXbNbwaO/r/giamiS83vZJgLZqNQD+yy+nwuXCVBRMRcFSVUxVxVcbwRrqZfSZx7qIzrrlVeo2byX0hV0/XnS3DbwVNAtdPgH5wEKQ216z3zqeQKS5sq7c/nmPGhqioHBffinv7ryPCf5NPJ1zNdcVz0SN+rh0aC2mGWXWyKEt6zRWFLFkyAR+WLuHVaN6Y5oBBCRE0bbWmOhIgsqEQUNYlF3F/N1rEY0opfE9yWzYDx+cDbduBmBR0SJ+fOte/mqHPpD++GMkzJpF6NBc2PYWGdljcDjavw9crhzC4UIApFgihQW2q2NbwS50DGKCjqEbTLjwlOOe01CokcVLZjO0fz7ljdn8re4MRM3kqoR4Hp/cDYDLl/3MMZUVfw8EjiEeLbMFgUkzz2DNxk3UNwWQa+174smFRaD46JNlB896vZ2pTb2FBeXFPAqcs9sBu3dSd+8IkuKcpCcm8PDDDzNnyUJQWq1kgXCAb5beQoYDKs3LcDlcZFtvYkUFwkIPAo6/MLLvubzYz8Ppew6xBcj2VzLrnExOV27As/4avN5GBg/+CU1XGK5vpkf+dgLdBzJC8pMfg5979GLVsI3E9iayMh1unr+cuvEpxNOILMQYwWYk1xUoeg++Ex6hRCwkpj/EOHpRkbCBlDUb6RH/E4eSJRLFWiY6v0TenM4/r74dgJfnfEKhMoQO/LHRQT46cEJYWrPPRW69XUKaiaudF2pAs8lHQnMZ+PDBA8iA9KtF3572Dg0hPwA/7P6Utbs+sxVQEVEEkYH+dNhazhs3/x1JtquhWkYIoR1tjfYgIGApvz0YH0G4WwZ1Zcf59D8aiS4sh/Cblo+EBANFad/00eXmmygoKyOal4sZi2GGw1jhCEQiWJEIkV4CDb3a14RoqvEjYcdVJGS0jSkRNNCl385cEaFd8lFXV4+se5j/7reIomhPgoAkStQYtqtoacEPzOo9ncROtoJpfXkhB/atoy7UiFuWODUljtNqbZGsqXVr+TDZLvT2yHmXHJP1se1gKeXJCZTExYOm83WVn3QzgGCpRA98i9JlMppgu5AAkhM6cenYM9kzsg8VYZnyMWcy1FrQElQ7pNMQVlfbN5fSvRu+U+1gRjPaXDTP0b6VyTRNHFYGYasQd7gPg0a/yqTpx6qzPvbQoxTtKvjNc7pp03O4XLayWNCncqXo5r6T8vAdJbsvIPBfk4/fgGEYRC1AkPhl635SXV1JitVwRi8PZ42x69F8WVDMrTUR5JQmenbaRreQm0GhXqR5jhV9E9ERTJMDZXtZvf0lMtUFZDQ/YudNvAOH6qMheC2CIBHnjm9Z7+x5W8BlPwdrxXwcP8XYXjePpORMkpMPI8sGiqzx6L5d7BRUChQVCYuZVhNxeXmkR/exclAt95ZcQ1Hcmyy1rietahgRKUjGtEfo5Kun0e9gWXE9Kql0qYmxXN7DAWeAkvHTEf17UZwWF0/N4cFVo/F5/8S0A+X83D2doUk/UzTxqv/HzncH/t9BB/nowInRLM0sHJXqGtJMnO0UgQvEmmuwNNcv6XP9nazrmkTNZ58AdinvODWOnkk9Kai0lSknyQkkOZOImRqaqRMzNRAdYOoYWgwtEsYydQSpM5bQtk5Me7A0AesEloCWZaNRjOMQhmMQjWGdoLS5YYDb3X7wpTsnh/6ffHzcdefOm4Qotj9Y1vQo57rSZ/nPSU8xJm9am3ZRFzDk4w9wlmUdl3wcsfXvKtyLiYWJiYWFiUWVoxoyYbtwiCk/nEZCRCLVcLEnvrUE/Ai3zj+ibxOb/FcUy8mkcbdxx8If+LfgOIZ4ACxau41ODa1Er0k3SCNE3FYnzjVXAtAtWaW+Vy56bSXBuR+wa99uEhvBjY7c2IvNybMZsHkJjqGTSXIm8cDbu9tYb8yo3z4yNf7o3ROL1VFZ+T2Hi94kGq0AAUae+hWS0pbU9kzKobiu7LjnFCAc+QxN68R6uQ9pcgUfRJqYs2gb3USZt8b2pGvciS11x3bwEBMmfkjlgZUsOJSO1RwAbKGDFQM01u7sjdSsrlskphJwRzm96idYBP9a8T6R7HjmZvtJdlYgmk18nAwkgyV6+UuBwtU9JrXsLsGqJiHwGYf3fkbmr8Roqxrq6JLqI97TSoj9EY2HNxdy2Ak9wyH2u9wIWOyuOkxq7XhU0Ykst5ZgiCUWonqmA6U4mkby1ekZdAu5eW7NJjJK7qVUqyVQZVJb3xMAp+Ghk89+T7zlO5dNA20RuP6fHURq/IAENJxd3GSMKsMvd6J0xWREYLXajbMOTuWlwre5xriK/4zO+e/Oewf+j6ODfHTghLB0+ytUUFpvl7Bh4RbaDnZhLYJlyjiaA0VlWWHcmddjnfFnyp69mA99O/jiXLtCQzhiD0KX97+aPkOuBKC2NIDikPhwxRo6JQU4/4lWsaeXr1+MN6n9TJK2fQbkE2tYAFixGOZxhKGOWS6qwQnIh26A/BuZH78FgQii2FayHaAxWkdM1EiMa7++iqQLGK7jH6+hmwiCgNAOyRpiZbBPMxmXOp3hNww6xtwfXL+H+q/PJzikkkXmavyxCr5VdwJwjTCRjJqFeDN1djd+BkBC2EH65irqa30Y1og2+yo9fJCEkMwDC8vxzO7DuWkJrNpVz/sNpzM09BKOOJ1OtTEKKkr48Z/D6fWNl6PpWHHcHro7PuLb74cxdM3PdLvyXkSPr601KtbsonLaA2ckUsa27dcRCOxpXkBAjiRgStF2iQeAx+UmIETY/dMmek0ehPQrvZodOz9DkjRUZRI5wQpCYZPRXgfribFdtRi5aR+ZDoX6+iBuI8Sk767DMCN0EWtIkDRkQUISJSRBRhYlJEHCDJVysg9czkNEImE75VkEAQnLUhCQiUurIngoh7FaTz404zltoIsZIyZzeO8eyg7s42dzCU1qE5O9pzCx5wzilVL+tuafCGaA59fcyclpc8n22ffRwtJJdHY3keh04PIMICN1MMFwHW5XAl1S7WykiG4y+Jc5hI0aou6xIAjkRQWuT0vnrw0N7AvnIjapIMdIruvJPzfexGXpn5EZzqX+0AW8ajmYJJeyK/MD4G7uLHyXUfJiimJ11OtnUpHh5P0R9yOKE5hYeBFpZQPx+wTy5TQEIcCs8q85ac0ylvRJB0RCYgJep8CqaGaLBayHx0/UgiZjNpcOT6JzXPsxSh3446CDfHTghAjv2kVjnI+iVavwBQLITiclhoouSwTCUVyqgtSsrFkfq0H4Vfl5sH3VN9z1KTccNS8Utk36blfr8PLZY+tbflfVeanafIBOQ7tjmiYWsDEUYtfyg6gCpBzOZ0QkhKiqiE4HkqoiOhUkh4O4qgZirhhF+ZuRnS5khxNFdaM4XXYAqiAhiTKCIGDFYhi/gzAYoSbMExAaQwdF/p89VoIQRRLbj0/wN3/JJ7jarwsjGSKW8hvkI2xfE6kd8jH5XxPhpW2s31lH4+PrmHTnMKTmuBIzZCuOZGb15sZxdtbP3aaJFg3jcHkomDgI97Zkkp57ibL9L3LYWMie4Ld8vu9JAH74fg4jxk4lLSWJQ2XVpNX6cIbSwFIJvbqDrdvvIKduD7ezh0N0YkuPHswetoKA7uR9HzyBbb0yBdjUXWB2+o9E4mRODaygsHgQ2nNdKe80DNeIv5A6aDpis6XFjNkBk6YpUbDudQ43vogpRUhMGE1m5iUkJ08hf+kzVGmt8TWmaRKKGjhkEUkSGDhiMJu+3ckXa36g+86tXHrH1S3Lbtz4DA2NrxONZnHqtMcoXHA1cbLCowOzuWXuTvapFpZHJpAkonoHIekFRIwI9VoMywoRlcIYloluWRiWiWlZGFgkCDFO9kGXbg/QM/vKdq/lacDurUv553clnGTt5P4/34UgCPQZZpO9Va+dQ1pM5D/nPMdjC6bwRWWrJLtgRfjzz1cx75zvEUWRzw+ez9C+qXw5s32J/a2lJdy04FEUeQ0KMDH+ZE7vmsxp2Sk8/f0m8Ensxku+O8rD8hucZBVS0TCOi4L7qAxVMFa6BBMQhjbxlyWb6b76VW7vfg3PWucyPnktaqSaoZ17kWhsozg+jTnjfQR2TEOpibHTfxv7QlO5zzqDT7sLXLF9PusuHsr8hKFc+NnPVDZVkDPqYxQMHlv/Ar19OnkXTOHM88Yf9znowB8HHeSjAydERUxj/owZcPCgPQH7FPtFd+ajH/Cd+gAqOjoS23JTQRCY9k5/FAQkyyKKG130IWF/3YmGQBweDkkHQQDn17dRlfYedZ0aSenfF1NzUbfPVsSc80YRTK7C4UxGAFbEW2w37K9aMtP45s7rSAg0tenz5Oa/we/faNNmChaq26DLzCo0WWRaGsiJAtG/pWJZIvsGOfEnqKBJCKaIYAoIlojZN0xogMLul4YRqcxFkkVEWUKSZSRFRpJloqEkxP/hYyWIMSSpfctHU8yOYYj7lRvhCGRd+s0YFyNqExNBbUuyRElk6u1DSPhsH2uXllJ833Ocecv5JObm0rhwD9AF0dv6JSmKIg6XTZLMqIHoUlGT+5Ez5nVyLAszXMdT2o/cssTDLavdsHoNIz2V1Ae8nB3siuUO0WdCCnt+gqKup5LudGHU5mNFGxngz2fJyGQ+OWhwIFNg9j32uRQsC0sQsNImkqXsxoi5yf/2NvaFpnO68Rie7y8m8r2DgJJCxJFCatSu4bJm+2lYgoCnbhBZ/S8kq19r/RNBELGOMpjc+fMePnZoLftTTJDGn4VhaUiWyeML1uCwTJxiI7OUTfQO9WXUyKeQJBkBg5gOsz/YQKg63FJz5Ybz+3P7hLMAu+Jy3yVLOCnezz+GntPudaqsWsjahS9S3FBJQ/48LNPCsiwsy7RdMJaJZVlEGuu4Mv470kw/pc8vw9LCCEYM0dTYnhkiIgrsq15PSaAMUDh17zXk1g9gS+ZPOBIL+c8nN+DJuxrJ1GjHe8rKw9t4Zs3bFIRXIYoSbjWToFbHyxN6tSyT10uDMgmvHOA959OMYD8A91qHEQR4RrkY05SwZIFfvCO5YME8LmQFH3Y/k5rOK1jlWE2OaPJYsJRziuDn7A952somu66SRMtCFTQiajEFsTi295zCnJ5TiIxvzpYrv5CTliyht1nEoexSookp9JhxBZ4Bba1tHfhjooN8dOCEUCedBB9/zDkjR6IioMdipFRFKZLjGRStxlcZZkP2dRiql9v0MhaJBxgZl4puamilG6mU3fiTstEtHcM08IfqiQoxBqhd6BzeToLuYa97DzVujbTsYnTJwtdlI4cX3g+AtjyCZZRiCnDX0GwmD+jMF4tW8hcljvR3PiDR6cYIRzGjMYxIDCMSpSngp1GqBGKY0QimptlBnrEoCatWoa8vZu/gWViiiVJbT1pNFLcgI5hR/J3zMUVIauqLaelY6FgYaKKfgLuJlC5+aoRDBEsyMHURU28WPTMsjOROhGt/R/zIr2BZFrIcQZRUTDOGICjHuBKqm3Nhj5d1ohgygtLW4nQERsRuE38jtiXsW4ZlZlJbtoJPH97AeGUCyalDsUwdNbf9WBszZiK6j3JbCAKiO5kzTr0Cf/0nPLDVJkubg8kMjTrRsLjxiemoTpnqnz/HneBgU/eJ7JW7c/78lcjVpcQtEhie4mJjnE0qfUGZJo9OnsMgS7FJRe2eGYBITawPe1KuQkn5Dqk0DTUi4TaaqJWS2RjXib8vvJM7FI1R6fupbqqjctPbxLRGdN1PU2glkhxj1ReLGDZzLKWaBg54xhmPZllETRPdtKgM+GlQDCKiQMiwWKykc0AYzx0zbmqpPAsmTVGLUHW4ReEXIBI79ppYCEjC8a1s4XonJctvP257K+KB2xmaejEaKqagYogKliATaZZY/8eKW/jT4Pu5VJRZvsV2kQ4pPRVKQYsroPjAPC4RoWZDLdsHZNO/ZxJbDhXx2LpXOBBbgKAnMCTxbJ465Xru3/IR6w9/yYLDNUzMTMQtS9TrJUB3Pj6lkpyKPNhik49H9cv5u/wpX5t2OnherJiRX6zh3otu5b45r3Ot+iypK6uYsNvuk3GuwF6Sebz2IdJDYU6v24DDfRd9GUAIF4hwdghO2beQmyeeD9TjObibjV07U2Im05QwiKKpWXh6Z/+O89aBPwo6yEcHTgjLsl8SuePHExdnF2gb0NxW8st+qIS+p9+CJ7Uro4E/HbWu/7Fu1KR0p/uF77TM+89jz5Oe0InzbrikZV7k+3NJ0HwMO+N9AA4vfJoep37HcymD2GJksnbiKZgWyM3uHdO0X+opOZl443z8N6iru5WqjUUMPvtN2hXl+DmPPHUM2Zd80KaprGAN27beRkrfWsae9hRduh2bhvnwgw/gdv73yorRaJC7Vz5ITTgFYd5PiILZPFlIgkmYqSBMpNcjHyFJJrJkIYsWqmLidup8GOtL6l4oe+QLBFVCUCVEh4zokhGdKsGwggCUbi0g4gsguxxIsoisysiqRNnhXWz7oTvetB1EG8AwTZYElzLa7WHkv69CPE7BuljU5D/R/Wx8ZwAOBB4aeS8D+s5GEEWyUhIY5iimW4qHv549htef2o87JYLaXGjQMMGSLPbKdlBn7dQ8Ur8uJW6ujOcCmLohlSa3ztTgCDQZXEM3AiXUhbqwuKkfShcVTYIpZdPxldjZNXviRK7Ik1A31YLf7uPbMZncXm9BqLXfhiEjyE5q69NYu28Fq3dvINvl4JxO2Vz+p3M5Hj7a9iKL6yaSF+c9ingAGJiWiCUJvHnlcObvqyLOKXPXqGPr/5gIiL+RLSUI8UA1U691kNNnIAgioighICJIIqIgsvPDr1ixNpkJE4J4L6los41P543khVATa5tCbFn1NN3KLC5rTKTUHI7kPAMAZ30quG0J8xR3ISv+vZ3FWCgIeLvGGNv/Mp455RYSXLbFq6K6AWIC17+6DleKk8sHS3zUFI/k1flmXhWj9TPJMy+jQH2fqdJWngheiyrHiKEyvLEYISOPNRPHcDjuZ+5rWMxTg2+D3XPYkQ3zPbNQd8eYWfIN4bwBzM8dQJJgEqpwESdoJDorGVIbJtbvINfv/I69/j0tx9o7XErxXif3Xzz2uOe0A39MdJCPDpwQR8iH2M5AbTZnt8jO9oWYVDMMjmPJgW4ZbYrEGUIIx1GZLNkn/91edu1XOEzdTv88avmIZoADnK7/PrDMbAoiqlb7xAMwRRCl9rebkTeGUOBuDtfcicCx6QGmaVKRkEoNKoEtO3HJEm5Zxq0ouBQZj6LgVhU8ioJHtec5muNDav0BasIpnJxbw9DceAzTwDBMdNNEM00KG/1sr6+hsyeXmC4Q0y1iOkRiMjX1rdYQvV4FQUYQFZBUhOZigEeGuwNFsOXD9jRNFBK6VDLpwrF8du8vTLzqTPI/38Gqqm9pvHE1J7/4KqLDtnBYlkXNoT3s27aYZFOg1iWSIzpZJkS4ZNM/6L7uH1zV7WzOOPkxJjfrwQX3biTFcBAsfpUb//IsZ992L6YpIDkEbrrpJtauXcv4mQ+y8+AIlG0hRnzdyNiBM3F7J6J5IeXeEYxfswcoJxz8BEf2s9SnPYau5vDnZQGCwOkn2feg6I8wRtzFRrMXGjLlWPTK+wFPvAdBEFHVeFyu1iDV6v2lLJ6/iOpgKZFgdTvnphWLahtAgNMyB9Gw7h8Y/gIsdyKp9fk0CunIDol7ftjFxpsmtlnXsmzJ+sbG3ezfbxd3kyTVLvImKkiSTHlREeDD1B043e2QasuicHMxSXKQgZdc2W4fTQyudzu4eey/ufSXW5i83aT7zhqSOi1nb7fpmKJC731zGJR6Hj+p2+ia1Iek4V0oL23C3OKnr68/955pq93WBKIooojXNMCSGDsindUbynmpOpE4p8npv3yG4PKQZHnwWPFovZtQOxdxbu0HzP7mc5ybRcp7ZBBKP4nx+9dz8p8/pv6FEbw5II+Ps2XGFJ6NHFOYmjWP/HrbpVNgpvHy0ERuqt5EUu1Q5PJ3kaURVGQOpM+6fXhTb0d370RxF3GbcwDpt4zpKCT3vxAd5KMDJ8QR8tHeA25pdkDiccmHFcFUjm3TDR3JOHZbphBqN9gyYoJDaBtIGTEMZF1vkV//b2CEQojHWc0yTUxROC75ANB1m3ApvxJH8zcF+G7weCxB5Eu/DuhgV045LgTLRDLtGjUAg3uP4MaT+v7uY7H7Y7C3/wDKr7yZU+6+sfVYLAszGMJoDKE3BKkrayL4yjOkZHWh3zkXoOsmpmaw5js7OHPWX2dSXWqnPzvjfMx67Z8se/JRNm3bQP2VF3HWC68ixPtYeNFU8nb7SQZCDrh01mOMGn0uFbX7eGTulayUA7xc+CNn8FhLXwqWb0OwMjEjYbqVeSkLlCFYHiRJJDU1lZkzZ+Lfc4ger8yncOZZiH4/crMEuCLA/u8PUJkl4AgWERfZBkBixQNUd3kXnxFmTlYcgmUyzr+FF/c+SYZazZWxu1hqDgZg4yf7ST9nMCN7Z7W5j1N7ZnJBz8v5+YVX0NsLgDgK9w+5lBVbSzj49b8YWLmkZf4MYJsnyqtuhUBQa3dd0zQJ4kXUyyguaRuLBNBQNAa4itrKIJZlsWrOAnIG9kR1uoiGg2SkOdEsBz0cuRTd+zVxafXIqXEgiUQLAughNwVjHeSrWWQEdf4y+p+MefJ2AEJnX0umeZDur/6HxpxOaF3KmZmSQe6EoTic8SCn8PqOpexr3ENIC3HtN6+wLfgRCKZdZJDObFp3mDyphpzNW7jzh4+JSSLzz7uCs07J4a/Wk/Q3CgFoSpaxrjZIVCGSXsKc9E1kqLkUPHsPadvz+M+PryJkCAj1dcTEKvKzQvg9ATxVhUwu7Uzc9lfZHj+VNEXn9FAXPA1z+bLrMCbu20+9q4SAtz+T3bUUZybTvdOJKxx34I+HDvLRgRPiN8lHLISBiKSobdrQo8gYmOqxX3BhYmyo2cXUwEycXjvA0pDCyGLbl0jEEnCK7ZMPhxb7nxwOZjCE5Gh/kLGaiYUoHV+fQddsjQvFGXfMfM2ysASRO+Uw5w7sRzCmEYxphDWdoKYR0nTCuk5YN4iYBhHdJGpaRAyT4pjFCkD0/j5V1qMRaGhCwkKJP7Y/giAgeT1IXg9qRirOvCj6KzWkde5O/0mtFWxKGqaQ6BuKwzUFPWaTSUVx2Wqa9z5EyicfsPCbz/noxqs4mFLM5bs1DpwzlJ7nXUm/PqNweuz9piX34tXL1/DUp9P4OFbO1q3voihuFMXDnnyDjKQa9iUlcMBRyaM5p/KjuY6amhD5365GrCwh9vxDLX0S47sQHjIT15RsPlxXyHNZNjmzflVZ2RHaQPGIbtx96gDS3r+da8o+b2l7bUJ39FFT2PrqOpyNArPe38XTMwNcMKF/u+fRFzOpDUb5/kAVZ3ZvP6W5W0IOL6ormVG5hO3ZUxhw2ScQi7Du5TPxN6qEtDCzTu7W7rqmZWEKEl5hOt1zL8A0dUxTa/5rT4oepHw9uBNSmfvSR+xb9Tnrvmrdhij7yE4ZQ5oiguQlXClhlMUBMrIEjtQG3lUvYZ0wDmyvCkcoUuYbr2AJIgIWSucyAj2fIyZYbNv9dMv2B58t4D8whFGf2NWCrVgms3qcR9SwSNuzg9vdVwKw5xu77o1b1XCH7WdmY+FAXtl/OXnxBXhcpRx0bcY5qYzLGxqpFvNRdzeQVOylRE1CzOtPVN+Iv+dSfhoqcP6G4Xgcifgqy6iJ7aYrFusTG9mpyox1lHDFUy+CoFDZbSTDti0mPVzFftcElEmtNYA68L8LHeSjAyfEln12INkjr7yGoTpAlBBEEUSRm6q/R8Jk0/OzsETFniQVJAVJgGHA1j0H+HHuT0iShCLJGM2WjH8++y/uf+QBAHRHHTGhrf96n5aKq53UXc0wkKzfp+Pxa5ihCKLjOC6X5qwSUTy+5UNrVnFVHceSpaaoPXB3dijk/ooInAgLDlWzYvl64p3/vSUnWG9bLpS4396n0dRETBJx+lrJoGkauJKLcEhjANCbLVlHa1/0v/hyEnPy+O75J8moyqDeXYGjLkCv4e3LjqtqHMTKuWybXRjPobm5oulxeowu5+9XfgSAZVpIepgGTxd+XhBhyNaPWvQ8Ium96PHRu3gzEzEMk5eClQCcH5W5pvfZfFSyjwWFCwCQY4U0Cf2QHW7OGnYGlH1O1OqCSTrC6Mns2r4RXxPsa07Z/fvcw3y5roBnLh1HVLQIRGP4w2EawmEaXU6iYY1b39vIntN7c2nfDB5Yuo+qQIzrx+TirVlH1xUPM6NxP/vj+xA35SEE2QWyC7fHTdjt5D/TRnB6j/aJi27a96vT0Yns7PZTW11iMRsb/s7Slxtb5vlS+tFtxBg88YnsWbmMrnoC9Xot/Z88y04VNy1bCFCWEUSRdQu3IER13uiXjlNWqF2wGE/pYWK6QWmonMy6BxA9EUZlPE5dbREBRz8MU8MwIlSHHsXdpZ5uWjd2H8xC84/kgrOn0LdzFjs2X0RhIIF0lx0IrHh1us2s4lbhebr/uJWHlPMBKGjIg4ZcBMbwQNyDXBRr4LTDCj+W+ohm+/A02lFh3w3Yit8lckbhUKLpOQDEuboxMdKdeSXvguxjrBzk4UtlUouv4vaDN1AsVhDIyqH0gIU7PIor+rZ/rjvwx0cH+ejACRFJsAMozcRkZFHEMk17MgxqxThyDJDCFThMHcnSkCwd2bJ/15JAFSnUbdmIYJqIlsmRWH+v5aDk7hXs7e5GyIMa6yfenHsHV01/CkmyB+EaywcGBGJhZFFiZ+1eNtWVEdM1Gt1eNNNCEdtaMWofvIrA6s0giwiShCCLCLKEIEuEDtbi7NR+xkEsavv8C+u/JbL8MKLoQBAVREFBkFQEQSESOAAqHN43F9WRgKR4kGU3xQ06kIL3f+AKaojaBCve+d8/kiG/PVA543/b/ByuqwVBwBXXmq6rRcOIkoXUnEVzhHzI6rGWn8yx47kk82U+u+sW1vTIoiExnrY6qzZuPftTzqvajq4F0WJB5i3fi4jEoOl2+nTV4UbmPLkR3LZmiayFSPAfwBREshcsxJvdGvvzwC/70BwC76amcVp/+yv345LW6+2mM302Cfxc+glqtg8r+U3SKuJxmArS03vIRGQbFtt6QnMmKBtqJCb/ey16lhu931ESZv2Gk17rJ7VC5NVv9/DKt3vsGiuywIPbD7DZeT11ciKrz/iIUUNmIh0VM6RG4ojzeJl8HOIBEI7YLrjKirYkuwVCCMtsxNepGxk9hjHj5kuPibXqP7IfdS/uItQ31mKJFEQB1FbLo7KjHqkyzC0rKlvmnVq4jkfD7zKkZxDZaSBKwNZb8AG7ennx+P5E3szHWLj4EXqnDeDeYc+Tc/dcALJ8Sbz+yns0bg4gMgBV1Dlz+m7KJQ/dmy/FDN8SplgrOS/2CLusHC7vL/PBToH60ACQC+kVV8OPpXC5eCOLhAgBS6LRUcM/f0yhSfezdSjExBh7vHvZlLqRnMRszqn9iSFLd9LgDpESssgd+y9y3LBt6TU8e+WtTC7Yx81qxxD2vxUdV64DJ0RSn37ca3k5MGEA3l8pgb64/VRm1tYyt28ufTq31aDo9vACevdJYe4Fw1vm6abJz5/vYOA2e9DsdSDIwSwfhtpEnutbli77tmXZON6mUUig+6p9R201DZrHp3Z4BwCNSzdgRg0cXRKxdBNLN7BiMSzDQIlT8Y0f3u56hmi7mAJSgMLIckzRFrjiaJdT83u+IvAUBFpnl9AFhH9TZhQCrW6N34NdJbbFZVlBLad3++++5kIlZaiAKolUbdhLbWEdoiigOsChCiT0z8Od0YlQjV0Z15XQOuDGIvZXrKzYZOPAbruWycePPkdj5jdIkRByJIwUCaFEwkjNNUpiDQpnrvqWL0efjiod+xqRJYXs9NYv+28+qUFLrCY9zT6upIxW15I7TuWC+8cRKZmPI9GLJ/3YTKEN4Qj9NYEJ41J4YNl+GqM6Ef1s3PJu6oUUBnXqTM3wJjI2JZBQ4qPMpVPUy483IQ5BEplXd5iPdmWy+ryJXNEU4eWfthHVdJbWiUi6xWMZPuJdThJcbi7fVIjhjGP9DYN5YHk+jTGdq4d2Jc2lsPSjp6AC6lJupPeyRprWfIzaNxfX+NFgaHirbkXw/gapgBYBtE4pKcddxjJsC82gM09j1CnT27QXvr8Kr+Ul65TjF04b2mAQ8Tk577QemKbFV5+voj41jc7JrdaUiOlFIooiagQ8MlXaZ9R/uhYxDUThWKvfaw/ci1RyABGQ+o3AV7GYLysGMCihnHpXJ5a63kJM3MVZVfcw13EvOZFP+GCnfRzePlMh/wcA9k4bxJ6t20m3grzf9WueeSdARl0ApDoSBl/AU74nyK6yWNtbYHm8AJlgNvbikZ9NxKo9aOtlGm5LISNpKJYkMTzzv4uN6sAfCx3kowMnhHEk26WdmI+IYZuS3cdRCLVMC8ev6onIosiMiwZxe9IuflhSyJtd04gceI7kSTKBqj8ds+xfeZovhKs5PVnBIztpNGX2hnTmBjrTvfwQIgNpTyXJ1Ay8g/Po/PqP/9Wx+hKHMHXKwbbHYWhYephDq66kTNvGwOELiYbr0bQgWiyAroVwRaPQCIlx//1jNaiT7TLJrw6cYMm2EA/upyBnJqVz/GhqW1eUNGcTqUIVulVAjrcfVesr0SrmgwU1wkZ+lKaxs0YhYeObNPldnAKUezuRpKpYcfFYLg+4PTh9PuK9XpLi49guNLI+1oVuS9dxpb4Yn+TAJTnxVftJi0vFrXpwqE50w0FcWSZSXh11e4qQ3Sqyy4FlaRix3ThdAoe3e+kzfnC7xxYULIoDEfo99BPHqvnfgJmgsqaTwrmD4xh35hBiWpQsR+vAuWn++8g/r4DMC3ErDjKyfLxwtZ1+M+jfS3GoIuf2ao3PiMQOossCK8r93DIim8wjwmpamEsqnidsjMZZOIYQIApNBEos5KU/ICmNQB6hkMLfn3waBFvP4whhtQQBZ8TEGVa5KTYQ2dJ4+Zt5CIIFor2Y0PxXCx0GoPrAAfiVV6vw1ZUkNCZR36WenIzjExjRgm6KwnVDuwKw7LMlOORjnxGnGKBW60KyWMz6PdPJ6bceM/4QANEPvmHR3gS2PngLw578nkpN4K/Z28h0N7JMTmDok9/z5t3X4hB0vql9mrBlkFYVg0QIWyrD1GI2xewifTPG9gW77h7rMqewNiORc4rCXFdaS6e67+0GI0bnLx7j+SOd+w625wgsGJHGJcm3IowVCC55DNUsYMKmnSweewOXrrmOM04+kw7870UH+ejACfFZhS1wdSTw9GgcIR/e40iKm6aFq91iZmBaoAtw0g1DkVqIzUFbSt3SGfzIt1w4WGPxubParHvg7ksJrd+EcHH7SpFmzEJw/5dFvX4DgqQgSAqWqSOZAvHJucCxGg5KwA8bCnFK/73b5byBGdzx6RY6Jfz3qcOpF13M8vytxAm1nDRJpnP/DCzTIhoxCTdG2TtvJ01BhaCeybTUPuiahnXQAiwOZAp8U346XiUAYgCPz80rPa5DF2S+uG4oozLbD+g7Azh5+Up24uXb6k1I2iGMI4HB4dblhhedxnCmYxQk8ekLB1rmC4ICVoyyvSso27uQ+a/48CVlkzN4OKdc03q9QxJYdVGbeEgCBY9NRxRFxry2krKiBlRB4C+HRF499AXfjZ3J0VVa/B9+RGJNOmSCEIuCu9U18etCdADhsIbZycXF+UUoEYPi05qtN7KTupThyBVZAHT6cxpq19HE1v5Cwy9NGFHbklOlWsT17tusSGpPWGBhIRZUopkVSPEWiZaIbDYXjDOtY/56BR9RoGr9duYWP9F8suyauIMNW7TLWboNHr6MsJXCC+LL7ETCEERipkXMtMiPxTD1VhIaqatHiQV5PfIpXdUt1OtZNJmplCctYRLbqAt3pnbjmYiiQZp5mPE/b0BY8B4VA0aT19liRuUWdMEJNDI++iOC+23++uoXHH7uTPrVPcDKxqsZ4/2QfXJPfJd+xN+3LOaen0o5FJfGjtXLWtSGB9c5eWBnAJcpECvwEBVlvM//k/o778LvjJHaaphhYKHFpv5/QWgmTTVZJzE4y85y2rtzJOkOhbxhrWqrHfjfhw7y0YETYrjDZAVQUV2IR3WiSAqKrKLIKo1RO63QczzlTNPCdZyibQHdRBA4injYmPXSO2wp74yFB68z1O66lhYDqa3Fo6VdtxCd/8+RjyMwzAiS1f7xRAx71HVI7WT+nABhzQAL4v4HAaeNUfvcp5w9jF6n5rVpz506EIBDvxyGRUUkXz8UX14CAFu+yYDyQ6y85xwSmgfnW95YwA/FJtduP8hfauo4t0cu8e0QuSGqjwJ/iA2zPuPgxJOgqZGoAq4X/4XaOYFINESsdwR/vkZXXxz+ymoO7/uSpPU6Bzsl41fKScjsj79sP5bRRGP1Trb/spPtv7yHIKp0GzGTUO/BpCe7qS4OkpLeKuwVjurILpm9kydz1/ZlfFqXxxUbFvL9+LNb+hcTTGqdcbi1MD7fsbL1lnWsJw3g3727cigc5csqPyVHZ0MJAkk3L2L1V2voukGnUkyli6SgjptB6jh7kZ0P/UzneB/3nXNyu9doydx1LNswn5uvGUZiSkK7ywBUbyxj+au76OzMIcfsB8D2huVURQ/zlbGb7o6eTOxkp7+4hBpekUDQdKY4nMRJIqoosqM2RqOv9T7SJQXFNJi45A4s4J+T7+RgvEUP+gGtLjDTlMlZWYE/VcQ3uo6EuRfxvKTQR2pgSbfzEA7toKu5j6bC7fh6jECJVJMklzCh/lnC+1WqzrqX/fc+T/fNy/hP8zYTakNYWfC+fhGPbTeokhtJmdKf2BshMHWq77sfLT6Onv9+gUee/YazDyyna6CK+dmj+EIW+XCCk8sLdfL8Y3hK6ooSrWFgzOSmqy9vUzG5A/+70EE+OnBC9N/1PiSfz7i9TUDbOioAjqeyaEJEFCwO9r6BgRc+bH/5mbBwRRHdN5ehB+2gSiXJgcshEwrE2nx9RmIRNpenMzS9kqm9U7lgTPsvc1PT4Dekwk0dRHf7dVL+78A0oxwrd9aKiG6n/v5PyEdVyA5GjHf8D4JVG+11Pb7f3q8R0lEANa51uYjWnIFxlNvMsgRcRgxdELinLsYDq3fRMxbk5EQfV/btTkZzJo9f03HqGg6Hg/R336HyvFm4YsD1d9B4+eU409LwxcWR1NmBLyeFukduoU/ITlPO7zYWwhG6X3kJzkM1rPzkX3QdOINwUyPVh1ZimTEOrPuGxiHDCBU2MUA6zPyae2D/F3xuDsJfHkTyKSiixAM9xjFv6XoqK9x8c/WlKHI9yAoJBVXE0gbiM7WWeIuWY8Rq40acPciuG7JlyW7KIgEeu+dRrrzlerpk2LEqyu4A4KThy1XUByN0OqUvlmASPFhDQtRFRXPxv/YgNgcnGUb7GVo17+1CUEWUEWmMSp3JwaZtLW0D4yeS9dQEXn7s34QTUvDdso1gyS6UlDxiK/aALNLdG89lvdLoGudi4QMLEI+6ntWJnclosoXl5KQkLipZxEfOKcR3lTksZdG9qZ5Zo4awumghXUpK6DKpBq8rxubkfkjRIJsyBzN59ivUrP0BFl6N/MFp+HGS1Bhmz08ZLftJeeHfHHEGBZJS8NbV4F/l5qkBF7Gl20mcjED66b1IHJ1Dxc12QT9XIEDcPXfj6deDUP+dPDhwEpaWQ1W4E3qmG8sh8X5fhRuDOxlZGyGzRwKXXHIxDkf7lYg78L8HHeSjAyfE9IwMvl97E+GpjxITRHTDQDN1NMOkJhih+FAZO3vfBobGqAPPI1TaJdd1C7S+CaRELVKdCqokUlkTwqFI6KaJEuegR/djAwyf/G4OkMSoHCc3nXrGcftk6RocR/LbikWxDAHR/d9rZpwIQV2jURZZvvw+RMmBJDqQJAeS5GK7ZgBjWV/mID5Sg0MWcMgSTkXCpUo4FRGHKiPLYhu58qqQbUFKdP33j2QgYJMen++3iYvRvA/ZdzT5MBDgmLiciG7gEi02ThvNpvIqvjxUwlJN4qWwwCsb9tMjFuLUBDf7IxouQ0cQBJL69SNp7x62PPEEzg8+xPmBLU2vNU8h4EguTujlV8mUoPHVf+L2eBh2Rj+GzZyAfJTrLhaJ8dG9TyJWhZGLguRm+aAG+GQ20TNtITSjSeOMb7ewwwWG6uWsPRbeQ26Q9iDpBroiEpNkVOwBv3r3Cso2/YAei3JbYzXfMxFoWwHVMC1UM4a7YD0f3bEVrcsAPCmduCBoW5DiqjyIQhz6d3YAr7OZjB6q3clw2r9nj5Ds9lyXAJG9tmvTmWYT5nC2QkNFNfFqKo68+OZ1TQTB3pcny7aK0HzdXgo08O7KOuaP6U1YMyiosWOHblx3gArRzSjDvkeMujrG1dURzXAwc/FywvkKn588k5/8EVKTJvLz5Sq3xV4AYGjpLoIMw9NMFJKHz6Bs+2kQqSfdv5Z9v7RmJaW89TqRlCyiwRBd+nRDFCzmXXcmPTeUopg61c3XIFBlB1Yn3/oW/h8/Jt8qZMO2raytfJPSLqXAAUTL4uUDJpWenjwo3I+OiCt1J3mhPM649BJU9b8n9x3446GDfHTghJB8nRnZuBP6jAa1nQF9cuvPnY8twGiWD1VEgdLLx/1X+6oN6iiixq2ntR/LcQSWriEcx51jBewXueBpn3w0HDxIwardiAKIEkgSiJKAKNp/3YlxZEyc0O66lfXJiCmN6JGvEQQDUTRazPfF2mmgjuWFkMQLoZLj9l20LFQTe7LAYYLRrIr5ztd7+O6b/SiSiCoKqKKIKgs4JAlVFnG0TDaZcSoSjUVNpAK79+6gLliAy+HA7XLhcbtwu1z43G48LjdCrZ1GKx5V2Taqm6gcKyAX1U1kwZbTH5GZxojmuI/C+gZe27mfJbrEv6MyyDK9IrUs3VXCnz7cSqYjRkl0EJfcN5qHZ40h4vcTqa+n+N33cP3wQ8v2i5etQJ5in1+3221L5/9K6l51qlz13EMseH4B64G/n3UKvG23Bb57HrAtYpW6zpmWh/NLD7G92kXcjNMY9bdW9dAf7n4LNWrSUF/JncuvYkA0xux6lcuoZ2J4Bxs+3owUCyBqQfqVr8REYI6lcV/3W3FPvoBYaRFWWQF60Tbe8mzhhgcfJTWzM1Wb8gl8VYiJSeLlvXn/qbuIxSUc95o3JwlRvaWAvZuWkDW0K7kzRrY0J1/WB60yBF19RIA+g06l6x3Z6HVh5GRX8yYsRFHgh3V7WLyjhEUFATilNe4o4JKYsGk/Tmy30rjn3yE9wQnEsz5jAH/e8R0CsOOkYRRLawnn28/pll79WJdsx7Mw5lw+D41g9YZL7fPbKZ0jjjzZ6Sbjxs8AOHhzPyzTxP3XP9P16lsQjrIs6brGd1eeTN+NVazuI1A6ZgQX984luqqCaHFzgUNvAq6BF3I4fgtZqkCpp5RLhPPxdjJ4vfJrDhdIXFy1mquKpgJ2TZzYTbs7iMf/j9BBPjpwYhwZmH6HqJds6eyuDlO2bBMzThpG2B8mFjFAlRBUESQBQRBwKhJKO5aLrWUSeYm1uNTfjtewNB2OQz7MBpt8iO3VxgC2frqQXSV5SOiYSJhtHgONK7uX4snIbLNuU3k39Mr/i723jq/izPv+32NH404Cwd1dihaoAqXebt22su1260679e62W9mtu7fUBYq7u3tICATienzk+v0xh4SQE6D73Pdz3/t78unr9JCRa665Zs5cn/nK59uDK++1VSFN00TXQ0QifpLW7GTwKj/xY7PwZCURMSxCRlTJ1LQIR79tZVOLkGkRMQVhYVED7Ex2k+gT4JQJm4KIaeHTTfSgICIEhhDo0W+71q4dsHte0CSdOKrny1QTxI74rG7S90mJKkgSmx7/hYhqEFEMtvhK+Yf2E2v+/m5UHM7BwNpKqlIc3PXdElRZxaE40GQNGZkUv4v71Y74ai12HijEa0S4dqMESBwK26bwz7cH+cOoGnq2a0V8q1bET3uM/GPIR9fpX7B1SD8A4pohiEdxw6BM1sw4zLVvLuTX1I546/IIGCGmZKbw2l3Dj9myB4WLP+PIocaT0zyHTihrFaO//wDL7WK920X/gZdTeKSCNvmzoWQTIdWLoXnYmDOe9pVbSQ8c5sa8b2j36Pb6SdU0LWRZqidpWUO7YfRpjxGO4EqKR5ZNEhLrWL3mVbsInKQgSTKSbH+X1BQSH1/O3B92IwsnBfn7G5EPd8803D3BV2RbLIQASZHQ0htch5awr/ldP+RhZ3jFmIgVCVmRsExBUUkmRVGpj0pnEt9c8DznX96N8oUfcM0b6+t3uaSmgumDW1NiaVQU7yHr+3vq15UMmELTKCKIyxxBJUvJmnpJI+IB8NlD5zN0XSkfTJSZNUgGnia+oC9OcTMVkajbVoCExB/vuY3bvryRBCOO286/g9uXRF86ztdJ2t5QmkB2eHClZ9OC//+ghXy04OSImnpPhXxYRoSgpXL/b8UMW/g1z4daoR6TCnt00pSAvM4JyKqEpMrImszSvD1U1abiSj6xXoLdUPOWD6uuGgA5LrbiZzAkk5N0mPOevAiEQFgmliWwDJODCxbx2+xkLDO2eTxigtvRcD6KoqAoXlwuL9K+bRwIbuSC9EvIaP/7KtsW/paPXOUj/o7+JOaceq0Ky7L47LdfeevQX3ll3MvEKQkEgkECoRDBYJhQKEI4HCESNlhRa5JbqxFKikDEQorA6ZFVnCutYYfZD1nXUawIVUk1FMW7qKwpxcTElEwsLAzJQLM0JhdGK6MCSamp3Ns3ixeXNL5mdT5//b9jhQX7Km2C+P5DdyGcLiTNCU4nstOFcDgJllXjNSUmXHo5D/d38M56iavKr2Ji4mG+Dg5gorPptVcwOH5CDqeuRovfRro6mARpM3utOtYVr+H+i38EXmrShrBMDj0znPbmbkqXf0XGaLvyshKDKKtuJ6rbJlyyFCYlrQifb13M65SSYX+2bC7ACEu4UmKnicrRIGpxzP1nhH0YAbvWiyIrgEQ7j86lg3J40qfTz+nipUHtmbpyN7UeBcOlIEfjq2TXIbpZrbh4YFcCvxWx9PUi4EzKU/K47WZbO+ccB1zxYkdygVRhn4+JhCIJJH8pmKYdRGWGwYiApRNZvw3FLSMn2lEelmWx+5dfaTWgP9IhlerERC5ZWkPfyX9iVc0OLiywiWK7S6P6JNHT++cvL7JKbOS5Lo/zQ/4rbKypoLdH5YzqckKagmPCs8i/PQDXz4k5Xi34z0UL+WjByVFPPmJPyMciCT+mkGlNDZGQjIrE5mxI6JiJbAhkw8LYW01qtU7O3lpU7OlCQ6IzaUiOMq64ZvxJjyMMA5pL762NWj4SkmOuD+saLpdZ70KSAOXox2lPXpIa27wbsSCxGdJT5KyiWK5m1YJljI8/EzXOgdN7ahk3pk9HEgJn0u8zK8uyTMjyUeeqpFu7TiQ4fp+s+7pP3udQkZseDy6uX2Z8MZ5ekSo+vX5Fo20f/OlBFlQs4IknngCIpkQLus9dU7+NleRA75rIsF4N+hnhmoYcyrz+g+i4cR2dklJYe/okXAEfRiiEGQkjwmEsfzmhUBBLkjFr6lj10kPUJuVyjh5hTsJwXrQ64hQKcgxyKKIBz8diTCSPUCCOj29/E2FZnPZxb+K15sld0TePk23sxic8xHc7dZehMCWSkgcwauQ/sCwTIUxM00AIk3DAz8bNZyCrAkxBanZ/zn/hupjtSJpMbdYq9PIAe5Z6cHvbcvjwdHyejaRmD+PVgizAS0FAo3VKHFplgAAGs0o3kOatoVa0wcz2IO+txZmwE0fOxzw59HP6dOzEu78V1R/n+/43AvcBMEv/ktu7X8Z7W5x8Yk5EIOMizC7XdQxb+igsfbRJP327bCvEvr59MSUZRVgI4JXLLoWu/cjvCpd+9TWf7HyL2jQPgbRynjz4J4rf2cBeV5C21ZmYWHzg+wIkeHL/4wSQGOQxmJDRik7bbbE7fnsAX8exxGXFrsfTgv9ctJCPFpwUhs92TFgv9MCSk0FyIGQHQnaC5ADZiZAdoDjJkOo4I9ni+nv/QNm6fYS/PULHyjosxWcLKqkyShsHHe8ehXKMNLJpWBQ9tpjzs7eTXNOO6oAPR0IynrSmrg8AeWMVoplM23rLRzM++IihEK+ZMdcd9TDt+n4Wg/50dZP1YUvGocX+2USi8/6GwzvY8OYOAG684Bpa9cw9aVqg6dexBDj+DXn12nAdCIm4E0yqzUIPEZEbHzMkzPogymMRNIKoxzwyZFnmtVXrqXW6YXQm/YojhLME5XLjsU1oncOuXr2I37aNjhtty0C7Hj0ZPSV2cKZPNxkwbzMBS+ehI/n4Nq3CcHq5d2QW559/Nm/8aSHxiU0zmSxJQTmOfITQcUs2AZRk2Q6ubSYbqWbXcjK2v8ERd2+y/jITxX3qRE6YoDpUHI6m/YqPBzU8Hkudx5UvvEl667bNtiN7VY70fhuQQLds75kHasLxfFg6kgNWCgBT2suM7NkWa/kadmtJ/O1IApKlMsq1l79dMo6C0mL8NQ4e2gozFx5k9SvlDX1F0Ml0UK6+w7bIDrxGNz7rlMXHG3cBcHd/k456IRyVZel7Ochq/cdCQjvwK4cD7dicOpCEmgO4IwZtLB3NstBlmawDW3j6UhmldQ4pkkSVGmR+ZB2ZSjqKkKipKMOMxm8M2ymozrWwUmBcoka7ssZjsiQ5k3NO+Uq04D8FLeSjBSdFmD749OtwZktI6GBGwAwhWRGwwmCFkfQ6CFdgirYY0TLmTsVNGIgLxRM+EEBCxhEt2FbWZR9Zg7vVH0NRZSzNT1LBWPwf+gE/UIX8gIorOTNmvyQB63v1w1BUTFm1vxWVZLMaJyC+uZzt83piyA4sWcOKFr5z67fjrpTZ/vwalFQ33W7qXd9mzpjxpM79hdVbW9NhywZS+gxodMzICchHOGz7qK+adBmz5symLFLFe99/TPrPSUw651ySslNJzEqJua8IGBjQJAvmVFCn1+K0XMjS799XMULox4mihYSJOwb5CJkhNKnxthuDOqBwbbzg+XNGMPmbOZS6nDz7xN+jsQ8SkiTjbNeFM7fZWVCP3jGNgl013Ft1kMsHt2lynDhNobfDwXJJYszUc+l142X163y+CDISNTuq+XX1QVRFRlNlNFUhIjnQa8rZt2sPmsOB5nBwIC5EsqJRUFOAJSzCSMh6iPKitVhCYAoDLIEVrCTnqysJWBpbXJew/bMZOFwuNKcTh9uF5nbhdDtxepxoTg1Vc6BoGorDgaoqCEtCbkZMD0BJHoQVmcd3f99IJLILRdjjGFYDCEkgJAshCcBkwHkCYd3MqKE3UH1wHVsP38rdi58BIEEKUivcDOuSTXK8h6TS77DcMg8MvIrL2w7FESW57ePT+GqWrZZamFdDKm7qclzc+Kf+bMqvYv3ne+i4NcwSKYsqUc23uknHzink7a1ke3wH/nzWJA499wEpegme899qdC5z5s1jVduGWJ2Ctqdxx9UX065VKkejcN5d9i5b8vbyYO54Lur/J5xqYwvgjMeuJfW3tby02KJNOewd1ZZRz75HWBL8dOfDrNZHc2bm+ZQZPvanNC0s2YL/fLSQjxacFKF9EYLmhcRdPhg1pbECZ9HSLVSu2I+kyUiKRGJdEj6PnU6X0D+HhP6NLRcFC9aizgnh9DZ9Q2x1zzDCVWVYuoHv/WqAZq0bz5x7NT1ryunTKhsRiWBFdNAjCF3HDJTQxz+P3Zkj0CUN2YogWzoOvQ5Z6HR2ysiShLs6DNVhDjywBAPbz23KEl26JrByIwQq/RxPFSJCjRlxb5om+QdteeqOg7rxp0HdKN5xkGXzFrOtch8f/vw5CZKHvzx6b0yCIUIGuiQhhMA0DNTfUZzOp/twiX9P00Q2whhqw7GEECyJkrfjEdSDqEJttK3DMECF0a3SAWjrTmaDS8FIbkc2OqZpYlkWliuBtRPOI/7APtZ3aE/IJfHmoTJ6tUrA1CR6p8XVx1VYlsVyK0InS6FXWuOg4aqgnTKqVusc+HBv4w5qqaQfWIc+9Tz06KKKh1QqqGbyj1EriyyRkreItM0zYo5Hvi+ZHXsXYScIn9zNeCxqS2ITS4BwYi1yGSjDKvCSjFGmgsNEcRuNlU6FfX6hxDqccSlkdj+DjG77YO5MAG67uBuZUhzn9bWl0x2RA+Q4crmmQ+NaRbsqd/FMyYMATDk9ge7prVA1lZQkJxMGZrP1hxlI+1cg5dpqshWFdZS7FbQ4jWdP7wqyTGHaGKTi2Rx/Z+UYB+3vrn3o0q0XY/p3abQ+EokQydtBsmLx/I6PORTYzgNjPmy0jWXoWIrE0N+WsPLtp2n70RyKR01kd5vu+FIiuFLuZlH0IqpbimDEKV6EFvzHoIV8tOCkcLZPJLil3M5WOQ4VC/eS4EsmTBAZmTBBvO2aD7YM19RRLQXxH66gTtdp1S0XLSqs5UxMwxkNYKtV5iKbLmQ59iS8LymHnIG5nPuHK5o9VnPl2bY8tITi9vGMvrQHB2fkY4UMhG5hBXQSSgKE97kAwaxNM7lxbEPKra+ugiAuFh/wM+uvjxBKDOF1e/HGewnVhhDBxpNVVo82XNDtD6R/PZfaulrWH97O169+zKV/uQZZljEjBvk/LSeUV01SdQpVoSJe/sOlCCuA4kglo30fzr/3FtwJ3phy4Eex2lpIjVrFxA8nMjF7IvdOvLdJ6mpz6LbvIKEqjboPnkL2xiPFxZFTLgg54KuvLufCC95Hi7oSyqrLEIrgwIEDuNMzmLpkA/udceSE/JzTqR8AIeHCVEwqe/Ri2sTuMY/59a9bWITFniSZiXttwuYImvw4qDMDMhJYUlQNqswZMQKGTZfCcxcmc6Xm5YaurYgYJmHdQjcsIhXVuMJTqDXPxoroGLpOx90vUpppcXHP85CRiQtWk90lga2yiiQpyLKMhIwv4GDLl4mERDxGzxKcXpUho7rQJbsN4UCYcCBEJBgm7A+jRyJYhoFl6JiGgWnobJpXiOpqXhpfjhYsPH/SeNLi2zW7XV2onDUrHkdxNjyaJUni4oElfLM+k+en29aMe2fs5qdbRtDhcBnp1bV85nqZK6feVb+PLxKtESRg78dvHS2vgurKot8Z52Pt/YnK+MblAbxujbvO7ELqUZVdM4IpNf39FRcdJEHyc9PlF9Qv27t3L9OnT8cwDIQQpGdUMKmNzqeVTr45sI6JRfM4GPTx6PLHeOq0p5AMA2SJxPh0zrr3VbaM/pW9L79AnhXBE9ZxBssIum1Cm+rv0qQPLfjPRwv5aMFJIcdFgzBjlJCtKj6M0+PC6qogJ7hpf/Go+omvdn8eu6+8Esk0sRwaQlWpzOjI6u65sMzef2CbXky+oWntFmucD3meixUrx2JpfgzDgRBK/Sds3I1l6E32OxU4BShOBVeik85/aHD9WKZF4aNLUVWDXenr2OhajTbzZtZW7gQEdXqA9kzG0GU0ZLRqDaoheMSWVdclHaE1JiCyLDPm8jMBSPkulblbl7B+xgoGTx7J3pfnElcVh2kp1Fo1FAeP0LrHKJzxDmp8H5HYfQ0L538GIgPFVYykmHjkcxgy+nEczgazd41UBUCcEsenxZ+y65td/Ov8f+GJEX9wPIrXJxIodcKqL+qX1Rf4YhPz1l/O2X+3RaZkp4yiK3z44YcENCdG1/70Eyb3dW2IYVgh62iGxI29Wzd7zK8m9eH9FQUsLanBu72WWgQLBnm5dO1eNp/Rj+d3HEKSLO7o07SNsCEwVImkeAedWx2fSp0GdGq05I7pn5DtzeCugXdxIvhrwqz5YjmB9HIsHcwDbtbsLyZ/QhFXnD/phPsC7Nn0DbISbna9hYUMSPKJY38My7Z8KMeR7vmZ3QiNd/GXBAehiJMPZ+5h0otLuCPfJvoHvpvDMxvWIUyBXOVFMvxMimtPXEmkvo2Ogy8kb+13rPv5TRRHChOvu46vfjnC2+e355AngWt7ZDfO6jH1mOSjpLKWTLdFdXU1X3zxBXV1dei6jmHY7hFVVdE0lT4ek+uTTuO7A8v584wnGHdkHJe4xrNk3y+MjkQwj3FT9Rl8Lp3TrmVv6TBCmsKY1X+lOHMw4rzdGO07A0NPOG4t+M9DC/lowUnRzAs3AFWREtp4u6HsVVFkmaq+haR2a2ev27KJuMpq/GkpyCmpSJEIankhkMsfJkzm13nzMY3YgZ+1tTIpQER3oyin4XImY4kIlqUjrAhhw4Vk/n7BIcsSOLHJx/GQFZn97Upxl0hMHRVkUWEZL5aVkWNYdFa8HBZharIX0rNkJJrZ8FAeMGkAfXP78s737yB8zZvqT7vwdHbu3sWazetITI4nWG0hEmrp/rA9uXUXglXz7qMm/DM5HhMjpEG4K05PAi7XGIJ1PoKu71k4bylp8TfTd8QVFOWv4YWcAGEB50/8gZfnvMxHRR9x0ZcX8fOVP6MqJ/6J71MTiYzOZuJf38SqrbY/ddVYvjrWv/1Pkhburbe6CFWQICcwYOBAVm/cxPid61C796JtQk8O+Cp4bN2HBA2DscWj6TUxtsbKUdwwoh1/CBp8MHsJAGdcnM19h4rpuHAzwiHTO6KSHENqPhwtOa+doK7PsbBECId68mJ93kQnf3rr9Pq/a30+3ntkIeVzNYJnh3G7TiznbVkGdXVb2DCzd5N1dVhUKQapGvUKpc3BNGOTj8OmB1S4vFscbRPbsbfcz8rtpfXrVY+X0ypHslU9REmGhhz0k1C5l0OtuvPduddwUTDAnROG8NUTRzANk1GXX8bOKjsrLC3Bw5ndY5BFS8eUmt4/+/x2YPMrr7wS8xweffRRVq56mUBgMXcMf4WbhwT523O2aqoZTGKEmIMUaodxTMC5teo93Kk696QuBcDoLvFelzM5N3sZkUhLzMf/H9FCPlpwyhACdu3byrcbvmZvII9hqUM5e9q1tMvtRP6THyHyfBz5bQO1G9OQnE6qV6zACeS++CIZw+xQtCUffAiFB0hI9SAQqJIS06WgSK2AMBMmLm9kgj6K8LxfcDtOPMHFQiCkoyKhxiAfALIOEdVg/LgnmVl4Bit3fM2EgbeSkt7jmHEQvPXLW4StMN1bd2Vk+wF4UzMxDKORRHgsDBs6hO+XzOCLeT+AE+659k/161YuvoqgshJFk8nwPEKXYRfh9DR2PRTtv5ztW5+h2niKxUueAsApgxS2XRx3nXEXmasyeW73c7y77F2uHHYlby9+m7XFa+mR0oP7z7i/kYCbI2QQSohHbZULrXIbHctftouMv3/Lp09cSvyVl3NQOkg/rR9TJk+mx7ARvDPjN5zbNvHJtg380GktwirBK0wK9S2EgoNwuU9MDt1uFWtQMvK6KoZITp5ulcEvhyvp5fXw+Oj2MfeJWDa5007EiI+BsCI45N9XB8QfCvLj3Pk4w/HUphWjNRNgfCwUAYoFDumYezKaeVMcKOaApmF4+pLkatVMCzZ0y7aeyMdZHJ7NqeThohRmHsnj1sR2fH5+PzgfnrrzV4aEcuiZPIIwOvNctqpYepyXm5/9nqmzVgGwKCEB1aFy5bMP17e56Teb+LmaIVaSqWMdRz5qShsr90qSxLnnnsuSJUsIhUKMH2+nyQvLJomyrLJ0QUN8TWLSEbxaGGdBLTXe1rz/4IMELQvFtDjH2Yq2jiMAqLLAFWpH1uJL8UiDMYaFUP+Nis8t+N+LFvLRgpNiTyiP2zrfx8DpvVkrtuBTAiDBhsptvLXgA6ZxHT2+sCWtldUQiu539JHmTG4IxNtbbbsI3vr6a3vBgSCHHlxiixgJE2EZ6KqCU9EADSlGBoFpWpjIfLzVz8y/zsDr8eBQZPymhUhx0KptIi5FJlQdJiVokexQcWsKboeKHDHphkGopJYja9aQluRFcscjeeLB6cUMRAhgV9JtkzuSNrlNa39IksStU24FYN7kERTuraJ4fG+k7LaoksonDz9MqWlywbhxdDjrrEb79ho/iOwOuXzy5YfUBuuIz06vX6db9oNd+DvgSPc0IR4AOR16k9PhKwr2LqG4cC1OVzqHa95EUZLqt5nafyrP7X6ONwre4I2CNwBIsBLYUbGDwMwAL0x9oX5bR9hEjoutMqoeOAyAa9U2pnWYBkCkIsLj7z6Ow+kgRVXwdelOIH8TmIc4K/NCBicN4ZldD3Lxp1fw1vn/JCc9K2bbRxGf6MIPzPvHJsbc2olz2yWS2T4HWZGJGBYSoB1zD0SipeIdp5gVJKwwzlOwfByLn2cvom52PEGHj9senIx6CtVTnSGT1lUuep29osm6L97ozAW11ci9W7Hltz8jCYGEQIpm21SGqpnnceJN645s1jIEkI5Lf46L6s789UgqQzOKGZCSRd4/1nKd+2Jww/L45RyJ20+8qVJXm8FNDz2CrMh8c/YwFlbUMSChqQsuEA3edbpcsV8ARFO3S02BXfDu5osn4MruSV1dHbm5uQwa1DjgVUQFCSVJZuUKO2fX46mmffZG3E862N+xM4Vt25IdDJKiOfCpFmcYzxG2HKRSwwh2M3D2Tzx+zukcSkvjLxsPcdm4xi61Fvxno4V8tOCkKEmuplb1sxD7LSrOdLP8mlVs27eJj9e+z5zN7+Nvn4XDsOgwagzh6moCVZX0vuo6HImJJHbtWt/W5EsvZeuCBaRqGqEagxwrAadVh9BNhGFSu2wlVRmZuAYMJJyk0jrGJKNHK4MqmJQFFXxGCEG0QmtFgAM5LixLQttSihyM7dahIED7A0dY6GyQkhZCZhwu/JLCme/9gyOqipBsGWhZstNGZWR6HrC4aJmFw+Gm7V47sydr/lZcl9nWkf3RbJhPV6zAvXgxuqKgmSaTx4xBmCZ6KIQVrAHDxNQjKJq9/agxc1k5934Ccb9wsPIRcn1n4I6LnUHRrvNo2nUeDcCR315FURo0Pv747R+bbF8r20JflaFaZq5ZgNflJc7lIcEv8FeHCFdVoSUm1sfr5O9YSc43K9gzNAfr2vN4PKcVLsPFhpUbqCuvI2JEcOpO+k9UmXzJ0+z+dAtbjqzgxbOeIMXj4eG1D/LAr4/x2XXvxh7/KK6+sCufmxa1i0o48MBrfOmMsDOnHf2zSnk/YAf7KpKEGRW4Ex4VRmXiOMWAWiEiOJXfRz6OugJveHoMiXG/w7oWqo25+NFqH55IGGPtZwjAkuxaJQI7n2ZYuza2In7FZjo4TYZkgFn0D346+ApCgCUkNMvLJMcUfpXO55zNxUAx52bAX0uhNmsVaX3era8ou2njWbx77RTK1ARAQpJgLfbBjmaPKYbBmriBkNiHCa/ahEkWFrKw6hVp/+4MMEXeivVoEkJIICR+dlwBpKK5s0hOTiY5ObaQn1WvhixxQ8KZ/FC9nOzaNjj+uZ5InCDsdJJZW8kf//EaAP6iIrjqbp4dcjUVJKIay3jwlmdBdpJtwD34aFvtY3jSv6Fl04L/lWghHy04KSzFfvA/lH0XnxZ+yV+63o6syPTpOoDnOvTkubmTKYuWaS/avqF+P++ShZz2+FON2srIyWH8VVc1e6ziz55C6XYmfW8Z1+w2LodKwfPncs6r89lxJERQt5DcCuiQ2DqOzWcNBKDdst8YNSSHdyf3pi6kUxcyqPNHiBys4+u1i1hbrhI562sI+SBcB2EfFTWFHNC3cVg5xFBPaxzJ7QmbYSJmBN3SMQJ+bvlhHw5ToqRXGgU9FBRfEPeNV9Ov3MfmEp342lomSRKHO3WirroazRLsrq3hhyVLiBxN01UcKMFadnz8Ab1vvAUAWdE47ayXWTSjCNO9Hofr1B60shxAlueydOkTjBr1BDVGDZKQyBAZlEglePQEAg57YlwVXsaqnXa0r2IKvgRazdrA/ll2LqMpSSiSBJaFqYB17430yOpBVagKwzLoNaoXh/2H2XN4D861ToQseHrmXymUC+kq2yRzYp+xfLK2L9VWxSn0XeaSC7ry3qIS8tqdzedJtt1sQ6CBsJpCkBbnwKHIHIoGNUb0ZkjlcZCscBONiZPuE40n8bp/R/qyrCFl94u5ytN2FOydjfpEDUIIBAJL2Oqwqqzy3Pp/8dB223J4c9tLsIJfUefshi4nsLN8Lz6jim6uMxkvBKPFmyxkOGGrJ33DH/K9uzfdilNQe8p4rdbU1njpZhqk9s3lecl2xY1NiYsSaFvNV5YkFEWln4inokSle49sWn30Hp5IhMTxp2MXoLUIGmdyQMomQ9HBMkFYjNH9fBdK5fN33uOm++/Hk9KMbk3U7SKEwJ2RyAWlQ6kzTfyZiQz6dmm9Su6jj/+VHwaNxRIQ98dryDJNhmcuwBP2QNRddneP1nxfWs0ftxfwfs92DE70Npv51YL/HLSQjxacFJZlv8VMHXsZf9Cur1/++bcvUTBrEXEhB5FuSYyU2rF963oSnR4Om2FW79zE6stsfYUxI8cz6I4TZxwAqJEI+tx55I34mY5TYte/OIruXTxsC5iM7pZBSLdTLq8eaItWCSEQpsDjsEvauzSF9HggHWiXwi+bDDyKwDGssVukFWAULIbFt3N954sZ0e/6Rut3drMf6PkXDeHcpz9q0qdzS0vZN3oMCVdeQZfbbqtfnv7Fl/yyx66lcWa7diRnpPHrJ+9A965N2ghF8iGUjdKMxPvxKCtrR3b2HiL6p1jWNP428W88vuBxAkaAs/2X0HbrafSemEThxkoO19Th972FoQhM2WTj4ET69xoEqkrBkkUE6mpRLIHLrOLH4RLLNzwT85jxYS9ncBZFM9exqtUGHC4Hb0x9o359hDAHlL3MXPY2Hby5qJqr4aO60RwuHKqG0+FFdbnpe20XFn29q37/gdllXDN6Iiv3V1BaG+aO8Z1wqjJ3ztzBFiA+RhzQ8bCEABHB/TstH0o0q0s3DRynqrdyorlQayA/kiTVW9KOYtKgOxjeajhj512HHIGJpzeMwzOLvmD2gee4b+JDZMYlAtCguzsYYZn4/ppD/PIgPNFY98T67UfaSSH+ctZlNIe/Rr/nvbSD4OChTP7zxSc8zd5A4ooVfPrrr3zyt79xw7RpaJ6mJM0w8gBYuKgzZIPLcwYZT88jLixT+9R5gF3jpTg5lYq4RMaHa9F27UcaVMkkfuZ+9yv1bY1PTeDM9ESu2pLPlI37yHU5uDU3g2uzU1tIyH8wWshHC04KU0SDx46L1D/83QJkWdDhuvM5/6ybADiqilG8ZjXT//4kevRBvmJlIau3LyDFOMzw89qTe9YQZE3DCBuUbNyPrEioDoWqpBzifbVUPPU3ssZNxOm2FSRjQfXKMCiFzyb2a7IuZFpgCuKamaT8EROvHDszxee3swgSvU2VQmrbpZFQUM7ZT34Qc1+j1N5XSUpqtLz/ZZcS/vgTZEli2LXXULZxA5KwcMbHkPBWg8h6bHN2LFx15W8sWfIowdB3yLJM9+zuTL9yOgCzP9nAPqrZOrcaGYlJ43ogp09jxtvP4VDcTHr+dRJyM6goOsiiHZsIuOxr3KlYMLHYwcirr2d54T5CEZXWiUkMy+1Mu8RcMox4vnj2RUIuFwiL9v40MhIbxitRTUJg8WzBa/w1OxSz36etrsQRtontCCEzNEHlLqERliR2iQmM6HctU/rZInUbZn9C/OrnmZwxli38kXuOlPBuyTpUCVRJoEoCBVH/bxWI6OVImLhOIeajpuIIW6a/hRkJEyhzAGPZ+PosQk4VsjKRZAlZkZFliVBlEfFxblRVQVYVZFkhGKogUlWIufYj2412jBw5vhIMoeHftg5JcyGpGrKmIakOnOlZKJpKwLDjjOI9aY36FY5aerRmUnTXr1zAIClIAGcTMTAbpyaUphoGwnFqRCt3xAguqqnh6xUr+PKZZ7jyySeRj4uLCdcdoT4eXAhyS76nzZQQloBQuIIb1F3MC11AkqTwK/CvscPQTh/At6v/CDr4iUPBYNHgXrRy2ST81wGdWVxVxw8lVTy05xDra/y81j0XuYWA/EeihXy04KQ46r9VpMYPGNmSMFK0euJxLLKGDOXP39hR7v+47GKEZk9MQeFhxowwrp9+pU9vjaLdVRRZx6ig9nmw/p9r71sJQO9zkxk9uX+TY/hMC4cV++FaETaQgIRmyEdAF3jU2FV69xfb9Uec7qYm5aopI0h47WcMvw8tBnEwym1Xg3KcL1yWZUZcd23936FomqMjMalJG5rZA5LWs2zmnYw480Vk5eSTgmH6sKymlpIzruqPpSxl47aNTBo7ih5ndgW6ktP9Qz6651a+fvQ+EhMzOFS6C3HMRLUvK4XRmwu56mMXIaVBY+EzOUBq8mou3r2VfgUGFSltOdLzN45gW8iOxoy8eeVLPLXwGuYe2USf7nMwIkEMI4QeCWEaIYyIH1f4aspzhhFJOQ8iIYQRxowEyT34KiOqfmTHhqX0GDAKYVkMWHkHAG2w78F+Yj1pWAg1BUNImIAhJMKWRAAZQ0hUV9sWhHHNuEOOxbLbLqXD5jIMGVxx7dnQbySb99qWBrb56rcTlo9wzTsx2+idug5lRjDmOlWCgo9fZlndDY2Wt81YxqQnLyOvyL7XW7ca2Gj91iK7BP2Yr85gw7WL0Y5LwQ0Xrgeg4LS/0YN/H6oeAcepZwV1Pftszq2q4pfdu/nuqac4+667mPHxexxcvczOzTcdSKIH93z1C6vfu59RB8YAcL0xHW9RGX09KoMuOI3zSUIWJmb+N2wtfJQ2mky+1Itq7N9PlT+PiLsLDkVDlSXGpyYwPjWB01MTuG3HAXrFubkltzk5wRb8b0YL+WjBSXGUfBxv+Qi5BXFdcmPtUg/bxw3t+qRy3j2nY4Z18mdvZOuMA6zZ2RbwoFhhzp6SgKFbWLpJKKRTiUJQc5O3OMj2JUdiko+AKXA2U2m3PGRH8ic2Z/kwwNPM3f/gIVvKOtGV1mRd2F+LIROTeACYFXYBL7UZX3h9OzXVALhikI9xU75i3i/jCcf/yvyf9zLx/JknbAvAMv1YVtPJQ5Ik+vTPZfXeBXhTGt6N41ulc+Hdf2XlF19QW1ZKTlJXsrcuY312CmY0yFdXZEKKnQnz8pQMqrQQS/bVsWtbMpm+buzr1BmXXl3f5tKtaxnT1yYqptDRRRhVlklv1VDh9ijMcDX8AmrXPqSNvq3RugO7ptL2q3H0+HkSh37OojXFAKzMvZmp1/+Nc0s2smT7s/ROvZ2MXk2J71G8umw2n9XA+FbNT8uhygo23n8LrXaWsX90R8548wdkSWawJVh7/0NoCxbQfdkyO8PKtCjcs4u5L0P/C66h+6ARWIaBaZhYwTpcP02gOGEYWWfcDKaOrVZmghWmZuZrJCcEmTLJiTAMLNNg8S91BKNcZUnBPGQhcGmNM48eH38Rf/jlNxTPgSbkH6BNr9NgN7Re9hDlPceRlt0g+CZxSoWoAdAiEeQTKLQei0Cdn51L1lKyu4S+69ez3wtv//GK+mNmD7GrAWfmtrPHuNtZ3GfzebY4rqD3uJfYPF+GT94i68w/MOPQvSRafkYDqwYmkeotrHdjTdmhA9tZP6Q1Od6G3+MFmclsqg3wRN5hhrgVBqQ3r6rcgv+daCEfLTgpmnO7KAZoJ3lgWYYd069GTbqKU6PTlCF0mjKEit2HCRwuI6FNKomdmoocFR8sJ2/xFlwJsU3OAcvC0Uzxl4qgrX6a5IptNQiaMmnO2E/mG9OG8F75GpQYpu5kxbYl+8M+vM6mAaFmlZ1KrKQ1JS7HIlxrB4A6Y5AUWZYZe9avzJ89EEn4mqyPBdPyI0TsN9fI0ZRKd+NrlT2oJxcOeoa9D8wimB4kcWQf0p55jrr2ufT57HOcCYks3LqHqz5az1+/C/DRxd2ozlMYXBGiNimBcDsnt9x3Hj33tOWmNddS4a+sb/vGX85gY20VOc2QPyvis20YMYJBs9t3Z2Xne1HDVQhT55ARwVA8nHbt8/a56rY1QFFPHJB7KFBFSMD0rQvxOFx4NTduzUWcw02cw/4uGzGSJCCvRxK9/vwI2lErkwxFhwppJwk8cQ19rIi3xzA+PZlWHRvXLQr+JNDjcqDXBRwPY9aHqG4X2WNOq1+2e9lr+KoUyp5O4Zs2OSBJTJ1zBYokoUSzrAK40FzgCifzwp2LEBIIWQIZhGR/54aeI0OuQPnbB8jJrVEUgSyDr2tbfNrJ2YcpBI5IpMn9cSwObNvLppffxL13J1llB/EIk2xZpSS9DXgVQIDDxZXPvUxm68bFAseMPJ1tny0AoJdl0q3jPpLPXsKie2+mTVkR8ac/APPsVG53yCTBW8tzycuIT+jH7Qfsa/zMjhW8MbhxDNhdbdJ451AZNy3dwNqp40+5pEAL/neghXy04KSwhIWE1CS4S9Ml6pZt513H43TpMYgxQ5uWSA/5dRA6Jfn55G/ehyvOg8vjweV1k9A+k+TOrZBjyLYD1FXX0mb0ywhPGTNmPo19u6pIaCCpROqmcVOJzq8fbUTSFNBkZE1GdigUVAe5USoisHIPmytyUJxuVIcbzelGdXrRQhU4ZJNwVTGaNwnZ0fDg7eCxtSm8nqYEotWAkYStX1h2w/nET57EoKk34XA2WBSMqmoA1FMkH+6U2G9sDqcX9NRma9scDyECIGJPHuGAHXPh9MQmJ4pQkJwqba+6mt011bjffJstl17CoDnzaJ0Q5rv4L5kuZTDrkwTiLQ3ae7n0oq4kpbnBEFQv2ggeeHnri0waPB6/XsHm2koGJKbw0PDnYh7TihIIKQb50Jxuhl/xWLPnahn2vrJ2YvKxsNgOwHxqw5+b3abrlQpPfWai5/ahXa/hjdZlpqUh9u1rtMyMxmAoMbQ/ZEnYMR4xIRDHkfdAfDKRkA/R70yuCldgpeYgSTJhU2dDrY/dVlsMVLL8FgMO5ODI8WCZAssUYAqEZSFMOKT0Qg8XkaREwKdgWjKWJRPokESlOHmqcJ1u4NIjaO7ms4K2vP8F7VfOoaD3CA6feS5tRg6hx9C+9HM5mWCYPH3fI7iO7GL3gVLc8UkkJDY+bmaPbYQjRSS02UzFjiQqgz8DkOqr4U3fWKyxMxjVoR1rKmfQsfJvTOlyMameTN4qmsU2I4vzMhvrxbyzfgvPVoZB1YgLBfjxxx+ZNGlSzKKPLfjfiRby0YJTwvHEQw/bE5ojIlE7az1Ll62PST6CPh0kN1VFG/j+2Q3HrdVActCu3+lc+ODNTfZVZD/erB3ooV4gexBCR2CA0BEixEWHQgyoFFT5Q6iGwGEIHKb96WkBdCfz8C1oxYeatP2FEz6uGs2/brF97TIW8waVUp0SxilZyJLEhpHDcUegNMeLUBWEqiCHvTjSB3BYOpfMD9bz6zd/J6FTZxRVRlFltG2FJHFyy0fEb1s0HM3oJERHGUlKPGE7RyFEEKTYk0ckZKtmOr2xyYkqaSgu27rlP3sSWwxBj08+peTubrRKKiFdkrhDFexLKGV29X2Q7+fbvx97LTvQqfMA9qVtYPinp4EawkLi2u5X0C3ztJjHFLp9/pL2+6vx1ls+tBNPrGd5buL7nSFevXQ8AT1IQA8TMEIE9RAhI0zQCBHKDrNoxy8Mm7sSMxxGcTYQNLfDgThOZ+Zo5lesysQyFjQTnyMJC2i8jyGrGHEuMiZ9yf3RZb5ILWevXEpeQhZnu/N4uMdwfvq5CiNQyT3PDDvh+R6Pt37ZZIuKnATB6P2hncDyIYSg1p3AlK+bxrsoqsLdT03jnRsuYe1rj7MWSD7zSgaN6sAHK14naWEx8UENSbUo2iCjmK1gmR0PFpK2ULJKRkbmx0XQpecSSIU1SyZimTnkuR8FCX4qVHhw5woU0yRdgo2ueFA1nkxxMjytAz/99BOF+Qc4Z8DpdBnX93eNUwv+Z9BCPlpwUgghkI7LJdScLu75+lcAnn7mGqTC6pj7pmR7uXjai9SWlWHqIcKBIOFAgEgwRCQUYOeSWVQdLoy5rx622xzQ7wkyspvGfOTt/gw5W2PEbZc2WRdau4Hy7/wEzn6ZcG4X9LCfSCiIEQ6ghwO0nXk1g+OqkC84DyMUwggH+Uj7BTcqp8W1ZpteS5LPzlyJZKWAYYBhoJkmmWUbqErqQn77cwGoLqvCQsGSZDpVBEgCqr6ahRIfh+xxRz8ukE2UBBdKUjLhulpUy2qSJdBo3DGQ5VN7k7Mi1QRKNd556G5UzYHicKA6HKiag7rSWjR/JTt/no0rzovqdKA6XdQeLqa6+Ai5ifHUmGW8/MpOXug7DvqOIfW5PmxfORWAwK2rCStu0t4czwDvt0Ta/5HMtglEjpRTsSOAJ34DwfwLqfEWUeYuAQF3dh3HuK5NCWV9f4+SD/X3k48a3w5aFYeoq/kH1oFlSFocsjMByZMO3gzWl8eRkpJGIOhC0ZOY2KXnCdv7bVkVrg070ZFodDUsq4m1wopaPuQYNXMkBDRjqdJDdVRUb+fnW+5Dlh043G5qK5wktW2w3ghhcdPa2RRYbfm0K4zPuQQAI1KBpf7+jA4JGgURN4dAwA480ZynHnB6PDRNJah4cJt21k7V7M94aV8NG7pWc23QjkPpeMUFnHfOjViWxaLlM/j7qqc5lBFgsJbO5G53smzRAgrL+5CaVIpppiLLQS4UX/OZdD3f6wod9AjpmkqhJTE0UsfbI/qTFW+PX7zLy0eff8LXi37iT2UuXN1SECETd790ZMfJFWpb8H8fLeSjBSfFssOrMIXJ3avexa15cSoOnIqGU9ZwqQ6q/NWkWjIL163H7fXidGg4NQdupwOn5iChbQqZXbJwKEoTC8re1UvRXE3f2IUlCIft+IlIWGf/jsVktu6FN+EYN4UuI8XH9vOK6AM1rlUbEnPaNVkfmmESn9udNpfeB9hvtOKTX7g4cTL3nP8kAHPmT8K7NZ9x//oarzfJ7osvQN6ggXQa1ZrEcR5G9OmP65iH9s4pP8ARKH9p2gnHtDYjCaNVKq9cfC4SFnhBViVkBSQFZEWi9ZgQxG1l0eJ+SJIcLUomI0lK9G/Fni4lGae7gqBIJFBRhmUYtsiTaSIsCywTlyVYVvJZzL7ktfLTeVghH/psNdJ2YT+TNZl3uj/G5XteIu/X++l3809EPJ0YpK5Cu93W84hsq6N0f5i0if3o16s3Gb98yCJPETkOi/Nbn3fC8xe6PUn9O5YPb0U5rff4gPXRT2OMAW6N3Mlv1lBS3TUnbU8O+Kl2xkXrzh4Dy0QcF0cQCdkWP2E2FTlTZYEqIk2W2whjWRaKYmEZtfgqSzCCpYQqUznsu4D3969jVpVMntWZ59vUMT5nVP2epm7a6TK/Ezb5aB5V4TpmHFxH1Y48JgDSB6+zyjoIioKkqEiqilAVFFVD7N2EYoTZvXk5qjsJSdFQFAVZUVBkGUWWuPGll9EcTr6a/ht7Vi9Dwh57a0QWnbL7cd45NwJ2TNPpoyazJZzH+0Xvs1ZfwwcD+nD+gD71fbMsixkzZhC3eh3jMtfTpnVrnj17fLO1k8p2FQEwNXccoV2VBDbYLw41cwpIPLs93oGZv3v8WvDfi99FPt58803efPNNCgoKAOjZsyfTpk3j7LPPBqC4uJj77ruPuXPnUldXR9euXXnkkUe48MIL/8s73oL/e/BLdlDknN2vYyc1NkZ/ksiuTWTD3x8/YTuWJGMqCqaiYkU/ccEaqkpyePcvi9HDJn1Ob8PmBQdBQM7Qn4hvC7vzLwcg75ALhzWeVq0m07nPeDBkJEfsW1gEAoALyRs7K0WVTKRjSs6H9SBCAs8xRddyr7oRcctDLLj7Cia/bZuJ9Wo/AK7ERE4f3NQMLs76C86u5bT5Sy/MuiCWL4AVCFK3aAeRAyGcbUqQnQo9a2pI0oMEjxwgcrAEa0p7pPhkLMPENAws08SsMVBTQqgaCGFG62WYCGFEzf9WdJkFsiA5K4WL3vk09niYFpZuoAdCGKEIeiDE2sVvsXXOJlK72pPE5LJZvB//BwqcXgqsAI9cei9rv9hH4pF1iIpCHMEVBLs/Tf27vR61AiQm4EhJZ0SbCeSwBYDdW2+mS+WfSOsTW1jOMuxx/HcsH8mSXZxN3LIUM7EVZrgaEarACpRh+UvQvn2Q4alVnD5coV1600wXy7KoKa0iOSuV0l15uJfMIynso3DYkOhgCcI42d31aoJdT2PNHb8BEhEirMmZyf7TD/HNtj+j7lBRhIyCgmrBNJeLAQe+gBdmslXT+CjBi8uViFdScWbBYD2LP977Un0/PnzwfAJKDRPXbqeONAZrhdyeXcLlnc5s1F9PUTEJWgGmOQLlJFWKj4UknTjb5eZlr7Dz0HRaVQgmAHF5h+CxN2Ju2wU4lArfL7uKv5c1r1wbEQpnOTvxp3a7ubldJxyS4MrrHqBVQucm294+7nbe/+x9umqNhfbWrFrFgkWLCIVCJCQk8o+p59CqVfMF+SzLYt+efThR6XX9SCKHKih7fae9zqdT9c0e3N1TkD2nKBjXgv8r+F3ko3Xr1jz//PN07twZIQQff/wx5513Hhs3bqRnz55cffXVVFdX8/PPP5OWlsYXX3zBJZdcwrp16+jfv6nZvAX/GRjV5VbmSlM4MLo3IcvAb4QJGhECZpiAoRM8K4xX9xAKBAkFA0QiESIRnYgeIRKJoOt69BPB0HUM3cDQI5i6jrW2FM3TG0sIhIDN8w/WH9dfnkN8W4iX7sXlTqUs8BAGMzhYMYP9v2bSq/YF2AGRugCO+MaTmAiFABdSfNOYCUsPo8oCHA1pjXV+ewL2OBrM4J1OO4e9PESnxfvrl0VqbXeB4m1G0ilsYqkOHDmN37TC+2oxa03S77wINRrn0S4cYvvVo1DLfCiSRub4P5DYOXaMxMkw6+deOGm+iJukyCiKAyUq2KRH/BhWHbJqQSQH0/QzLGMJT45+hmFz17AZOwvCKUt0qdsL/7RLxSv9JjSca8TOKJKilp9Op/+JjuZNFCy5mgJ1DbsPv07Yn0/O8NeajlO95ePfqNWh21YtyZWE6k5HdacDDZNb4NuH6ZKVzrARZzXZVQjBr+dfS+fdaylQHCjCJF5SMFLT8STE2TO2JLFP9KIquRup3mLcOQ4kSXA4P0JKMIcER3viU5KwZDAsA0OYmGaQkaEdmEigulmiRVioGvQ0/QSERX6ih0NhB6OP6cvGcGv8nngqSCHboVCu9uKdKon31u5Cwc54kSWJ1N6lDEmbxfzZn+EQIwnre5FVk7SUqUgo+H1F+K2vEZYDhIwkmQgjBSE/imgmDgigLuJDcbbhmavfQr1cJ8G0Ca4wDNt6ZhgI08CMhKn2V/HdhkdYHuflhn7Po6BimSaWEFiWiWUJLMuibs9S+pf9BIBTrqWVKyUm8QA4Um1XsO3h7MzMrz/jwIFDVPj8GNEss+5dunDpH/5wwlvhyO6DvP3l+wCc3W8cdfM2Ujvf32S7mjk7SZ7ap8nyFvzP4XeRj8mTGwcUPvPMM7z55pusWrWKnj17smLFCt58802GDLHfIB599FFefvll1q9f30I+/oNhCYEs2eZSj+zAc4qy36eCF3ctRBueQZsqk/zN5fXLVYfMmCl/oXXXJ+uX7d+ZTX7eJ1jOxWjekvrlO//5G30fbmxds4JhJMJIzsa6CUIPMWvaR9TVvUiGnM/RBN/Fv63gos33sWV3BTs75mFikPfKw3QBDl43ke7R7fRa+8GmxseuBCt0EyuG4qJZG0JEwigJDZYYX8EW1M02mTHfW0PRR2twLV2AM/nEZddjQVIMFHHqNUy+ePIayveGcMTBhXf8xE8/DyMhoYxFi7vRxbiN+d7xnDVnBe8MvYk9hcvoEigk3O0BnF2717chIhFAQjomw0BSHLQf9xXqslvYE5nLruAMKn9bbbuJOOo2kokvKSEB0L5+iFDCz3ashOKIfux/C1TkODeS6gSHC0lzIDQHSuEmFKCsKA/NH8bpTcLpTUDWbBJku09iv/Jvnr+SzrvXkp/VkazygxyYcCEjpt1DampjC9miO+dDGC56fBJq9Jo9/8DXdEjswL13N83E0SN+eDabbe3OwEqfQGnldHSrhI7OdB658HvO/OB0QlrjIGTFMjEVBZcsUWVYVBoRu9icIFp0zj4HI70/h4XMvea76M4ZqG47QLQytMNuSAUFkIOno8hxhKSfUeP2o7If2fQAQ2KOhW7paIqbwWkn1uo5ij7lX7O8dhuteg0jMbGZfSZeiRV6Dp5vT5bmZlkogG4E0I6xcB2q3sWS/G9ZdcQO9s4vOIRc50QzddLi49C8cRwqKWXnrl1899H7nH/1dc2m0ep19ljIQmLIeaM5eNe3yK4s1NQS0m49F//y7SxaWMdTKw9xtmFy3qC2CKBXdiLulliQ/1H82zEfpmnyzTff4Pf7GT7cTlEbMWIEX3/9Neeeey5JSUlMnz6dUCjE2LFj/6v624L/AQhOXLri34UlBJoucLpUxl7RCadHxeFWGX5BJ1S16cOmQ/eRdOhul7i3LIt33r+KSW1uIa46nm2P/YCQBN5h2aR2b0fNTpCEwe6vXiAuuxO6ruJKzqFm937yq7oAUHHIRf/SclZ+t5bSzSmEEyroUNmXBX87AEANmXRhB4bSnlnvfYzsdCAdOExroLxmK+GtOoriRNVcKKoTVXNiRQJYMUzjll9HGAGkYwJMXW06YQ1NR6ytRkgych8vqjvp3xpLSTVRrNiEKBYiAdtqIYRACIHf14aEBNucfp3nDTqL/ryjJjFld4jage/R3befWedd3qgNoRuAVm/5OBZtRr6FtuYhjpTPxCBYX1AtWlYNzbItH7K/BCm0EISOJAxAR8IAYSChI0mxVWgB0r+Z2vichEJIcpEgBZm7o5SrH5lJglHHhOI5uBQBskKng4foK8mcMecHFEVmQDMBv2PPSmbWT9UUzN9Gp/NH1C9v7nfw8byPuRHovnUeeTO2chnQPwceu/oQN5ftQCAaTaBHKipoXVxIUnomH405cXbG5IXvEUHGzB0PkoJ5ZDmatg/hvghHYntkFDTNhdMZjyJrKNIo9Loa5BIZTWt+/AzLQI4hXNYcOqb1gNptfDz/Xv58wfRmtxOWwQqXiy8jNnl6YO7F9E7vx5ayLWypOkhptChgtkNlpLcDHff4Sba2c8Nz39S3EfDV8elbb7C14CD5T/2VK6+/gaw2jQlPVVE5K5cuByDXk4VZUY3sykJEysm67yIAEs8cxPI5b1Ku5fLrjjI+XXcYSa2lZ6tkvrpxQrPlF1rw34/fPfJbt25l+PDhhEIh4uLi+OGHH+jRw/arTp8+nUsvvZTU1FRUVcXj8fDDDz/QqVOnZtsLh8OEw+H6v2trY5elbsH/LP47yIcvbKBa4HQreBKcjL/m1AWiJUnCb/jYU7eejET7bUaLaDiW6NQt2YtMJuXhIub/uAyIVnF1DkbzjCLZVUFYkwnU5fD5tC2Ak6SMKvpdej6b/rmt/hibcvMYkqqQ/vlnxAUD9ct1RaEg/kMSy6qb9CvbczuSktNkuRWykGgIRlz+zLfs31mNsK7Ff1orhCqTMWQe3uJ1tGvXEGy4dfmnHNm3BVlRkVXV/lYUkAwcjkQUVUOSFfzFbuJbnTr5SMpKoraoAtUpU7rpN0a1PY9waBSF0htIsknS1q+4KNyV33oNIyw7cUlNC+Ch64AGWuwUzawhz5FFbJ2P0MLZHNrlIeu29qi5TQXmAIQpsCI6IhRERCKISAjCYebNX83cA5v5w9njQfdhheoQ4TpE2A96gOLKWvIZR2ficZQWkx4qwZ/bF1lx0HrLBvyJ8fWid80hd1R3+GklK2ccotP5RzsElUUHeeuDR0nMzOLyc2/H769j8dwf+aEymesiEnkzGtxtXe0YSCRZQSCiAcM23nzmCRIBR9zJdTgMASoGropowHC061Lw26MeKMLA8XJ0Fo9QZzYvvGVYBkqzuiRN0bfzZDL2fs27dTu5KViNuxmiLMwwWaZR//eisgPMLS0k26HQP7k1Q1qNYFT7C2iV2A2AjzZeiKw2tlR54uK5+d4HWDZrJguWr+Dtd95l5OABjJ9yPlXF5ayesYx1hVtQJZUJ3Ucy/IKxFN31EZK7A95BDenrByv9TNds0rLiwfEUVPi5ZM5pHABGvt+Xv419ljN6nJrlpwX/tfjd5KNr165s2rSJmpoavv32W6655hoWL15Mjx49eOyxx6iurmbevHmkpaXx448/cskll7B06VJ69+4ds73nnnuOv/71rzHXteB/B+ygtf96+lETfft2u37/20c4EAZMxKBcel1nzw6WZVGyfCf+ikpSe+VSuWQB3R0ekjMzWLGmAG+cxMhhR0jp2RNH63bsWbWPSCiMZeqcdvF5FFaE2HTMMca0f4kJy3sBtrhUOBzhhz1LeKQ4iRndnaTKLgwjhKGHMI0whhEGcz9qvP3g1cuqOfLMQpBUJDUe5Aa30r48C19ch4aDCfAfyiBv/zeNyMfij78k4gNJBmGBsCSIqeqai/fsU7tGa2a9SuH6CmQV2vTpyEdzFgEgyybBoO1jzzQTOb/DZiYGfsUKe2ilxrH2V6U+w0aSVKyqCFr7TOJ/Xonllu1Oynb2jZ2yIyMkBSm6LL/aQ5jWSIqDzEI/q+JziduQT0JhJnHOOHr3HYTjmPoikiIhuR3gbuzmK14X5AcriZdGntFsVdOp0e8ffg6zfx9cfcdttMvNYc01e/Gs3YARCKDGqMZ6FFqcm0y1HF9YUFdVg8vrIa4mjXgpHf/s1/CziSfWNlzP9WOm4i9qaE92QMWfhgAbkCQFhMDQDf7x0YfULp5DYsDWKgkfaapBcxSzDpTz5ZbDbCntSmJmLSPO3IhuhNDNEBEziGGG0M0whhXGMMO2pL0ZxrQiGJZORb4DcYLfrWHpOKRTC8JcuW0+9y9/kAwtlVIq2bjvF0b0virmtsLU6aAbvJ7cmr8Fy0hQNe4Y9BDD2zYolFZX5PPW7ZPRQxZ6QJDRJXbsz8izzqFb/wF8+s7bLN2wmaUbNtevG5TTi9MvOQtPUhzBXbvB05GA7xCtL7/ymM40kBoFi04ZDa5J07uZe5bcwoeezxjU7sTlEFrwX4/f/dR3OBz1loyBAweydu1aXn31Ve6//37+9a9/sW3bNnr2tPPq+/bty9KlS3n99dd56623Yrb30EMPcffdd9f/XVtbS5s2bWJu24L/GVgI/jsKRx4lH55miqwEjpST9+tadq4qRY1KRtvVRSXC0YfKsSXPZVmm1agGTYfkTo9zNMRs5eUXkdoui+5XX1G/fuh5gxodr0NWHMqIdMwVZQCMGtpgwVBUFY+qEnBLhFwu2rfuhidGtdT9s79Cii6O7D+M7ErDCu5G8cbjGd1gPTAkjTjVh8+wH7pqUoSUHr8QDsWxcO40gocjeD1x6AHodUYfzohKiwNYpoFhBDCNCKYRoaywgO+ffhaPK3Zg37GwLJ2lH86NDpjJ3rwywnFdyXanEjJ1gtiWx1K5hi5tVpISaYOTZDsQEROLCGCn8vpb2TEHXVfVYTpVW0grel0kIZCEgGO+c8NeFCwUSbDIcTrP5syBGohmZHL9gcu566KHT3oOumGi0VT4LhZM03Y7iKogO7/7kvjVdmpu0R1PIDkcNjGSJZtbSwqSqzVKggsk6BSpRkluxax7nuEwmzHDrXHGX4EkexBWLY6yIkjNoHPbVqzzBEgw/XjOD7Bf7Uuodw8OWocgDJ/smY5PCVN56ABi53fEA76EZOJqq5BatwPgkC/Ex1sPs7esjq2F1YQiJr6yIJKwDR1qMIRbS8Ctxc7eigWr4BeECfvLfJRWhSirClFVE6KuNkKgNsLg/A5oppMXtn3eMEfbwSZYpoXfKmdv61loqOzSDuGRHOxRbAn94PwPCW/YjRDRHaKBKpKwsPQqNOCHgwX4kx0cCIX546JHGJDwAimuFCKWwQSpB/4yQe7gNNzx8XQffk6z55GYkMxYuQfVQcF29SAet4fJF59HeqdsjIjJ8o1FpKamc/VoP4XeZF5bspaLRw9GkiTapMbxQjd4YBd8/O4v9JjSWFF4iu7guo/W8tikHiiSxK7iWpbuLWd4x1QeOac7agwxuRb81+D/2OFlWRbhcJhAIOrDPS4wSFGUelXAWHA6nTj/D8RtWvDfj/2BMAGz+Wv476LWb7sh4ptJgZvz3FyKIpmgtSGVUiTAMux6XZGQrQESb9ad0rGEFcF5AvnovOI6vv5xD4mbaqjzyjz40tjYfdZ1VPSYxAMAQ0Fy2E9y02e7E1MuH0rcsMaWP0Ny0CUzQLBrFnsX+Gg/IBndDaq6n8ObKihelw6yQJIho123RvvKiopDSYDoz6YCmyy5vCfPHJFljcy+fmqLFDI7tGdvke3zPxxsSJ+89pzLye6SzdINn9I6/WraDr46Zltbt95OadlvOB8qOSERMEyDH9fM496fTJ6Z5OCKkRPZtPAzKNzMj+f8iibD7T/fyrLaVcROzG2MiGlxqkmTlmURpyajfXkEudrkqPMstGMDmDq+6H2kyQ4cGb2JGzAWozoMkow7vTWnnx6HKbfDKc7ntbKbkMxN5B4+m373Pt3oOHWFdgVd1SnowibYsckmN9mZfLL/R3BAcZLE1k7DictK5+Hrr+HphbtYvLuCT5+dg+7TkSxAAk+aG49TZfTItvx9QjeGvfg5mfLJf3911aXMv+9q0ncWE756CkNK+9DnUAq/fbem8fipYLoVkkQGESWEMGkwbEoCZEgoaUWiyGF367nUqkF6yh14+eK3yC/Zxde/3Ur/mjzUqv3R/ep3BiSEEOgim+RIL76a9CwfbXiSzw5sYkNtLUTd6rV76uhHEhOu+ivJme2aPaeaQ8UU/msFqSKDuB4WyuDRvJRfzPQ9peh7S6mUBEecElQDXnvu+bPl4JXv5vJmj7b07dGVvn07wq48njnoZMW7N/Gpu4rOER2vEAgOUtD6Qe7/1k4Rz050cbgmxK7iOoIRk+cvbMmQ+e/C7yIfDz30EGeffTa5ubnU1dXxxRdfsGjRImbPnk23bt3o1KkTN998My+++CKpqan8+OOPzJ07l19//fW/q/8t+L+AeSXVALSfuxGHAO2Yj0OAbJhElDCSZKECGgJVst/YNEnCIdnfmiThkI9+ZER+hE7A1oXrKdqn4nRquFwOXC4nLpeD2rBGpnWQMx45k4R2pzfq08H5c5n+DiS3Orm5NBwKAxaOGGb23bVBnn13A0P2hkkETAnOvatfs23VmiYeYpdNB5B0DdlpTxSWPxqJH9eY9FiWhak4cHp0rKjLae8CP+fe9SXtuubw4cpHkNz7uOvDLxDCPKnKaajONh24mqm0ezyufHhh/b+fn/ZXjmaGOIWKjEyrnm0xAvYbrupoPibBsmzyeDILxLwti7n3JxMJi3Zp9punHo0JyErIwut00kPrwgxzPuPeH8UARx8ePGca6amxhaF0U6CeohvQtCx8RrTYX1Jb6i55kCFPXgNAOOCn7MkGmfg95n66AOkPDaPd5sY1XcKSG296EIkgAWUjR575FiQdozwRNdWHMSiNEe1zeSb5Ws495w5MM0xHI8SsSB11wuCC76+j2OzPAbMfUhH8+tQ8AFJy4shN95Kb4uGGAW3ok5GA65hgayEE4ZBObbDqpOe68p1n6LrUDpbmH98wfEAWNakO2l7aj5REJ5kpblolu0moJ/tjmm1r3gfz2b0Gvrrhp0bxMeu+ms+fil4nIKscTvPgLfMTcKp0e2wYimb3e/vu7SR+WEmPPAOP2or7Rn/MFbW7Ma0Izyy/hx015fTblwRAYlrzVu59M7/DV7QUqb3Gb2mdOZw4hLdLisEDU4MKmgAXEiMTE9le6eemQW05WHSAWTvzeC01h4U799K3R1e69e/GptaZ9HtpBduMTpwRXg4DrgbTQBp6M59n96M2pCMs+OeCvczceoTDNSGGd2yplPvfid9FPkpLS7n66qs5cuQIiYmJ9OnTh9mzZzNx4kQAZs6cyYMPPsjkyZPx+Xx06tSJjz/+mHPOad6k1oL//fhaTuTL3UdI7JJCRAh0UxAWFroQhCImoSqdkniTiFdGFxABwgJ8SBgCDCFhAIYkYZoShiRjyhLDK8vpRCLmNhdl28CeBMPRDyCl4GAfCe2a6leEqqsBcCWdnHwEa+xQPGcM8uHTTbofbAgErU5QOBysxncwgMeh4XVoeGUNr6bh0lRqIqFmyYcQAi2YChthSf50kvwKKWQgxTe27Bm+IEJSkB0qW2YXI2NbUXy19nu5EQ4ha46okunJsxGCPvv8XHG/XzNjcMTJTodGblZrTr/kbIQkcHpd1FbaFiXV0XybQuicSixQTdAmYzcNLuC0bna6vm7ZLjczXEFdyOLBSdNY/d16ytVq5lhLmPPrBP7e6WnOOq2pUuoBX5gaBP/8cQXnDulCalICiZ7YBG1j3hEyAec93cl/dSbZkQ6Ubd9Pes8OOD1epjuWk9PrN1qLJLpsvDd6zrHbqiKFFCrJ3H01Rl0SkuJEcoBZF0/F0mroDA4zAUV1oKgOHM54PN706N4y8U4HT1/Ymf1VIWbnVZMR7+CegZnIAuItFy6/SWlhNYqiICkSiiIhKTJaKJHsfSU89/R1RCpqkCWZjG5dCekBctp2YfzQKRRuWYa0fqvdzxfupGOv03A/v5lEq46pI39/QKUeMRFCkL95D6ZhomoaZYVFbFvwBT3bPwBAUnkAJInEiEmkNow71SbZbVy51FKJBXxy9xpCOWWMntqDwb378s5km3S9fuB2QlsKePnlO7jn3sbCZkII1sx7Ep/2BUobFyDxnOMCNCtC56DGQFnjlXN6Ndrn6F2SntSNAT278dGM5ZQGw+i6jqZpeJJtYj5Dn8oZz85stG8wrPP1byt5f0MFxbqDCd0zee+awfTIPnUXVwt+P34X+Xj//fdPuL5z58589913/0cdasH/PmRaMtcfMsm5qWlMQVVhGf43dhE+M4WO43rF2Lt5fOT5iJdSpzFz8kySPEn4QgF8gQCBYIhgIMThex/C3TH2A8BXaQf7uVJPTj4CtUcn56bZIANT4xj4yjhmfL+BgjnVpNaY3JxXScjZnK+3Kx3EXhbO7oMkNGbUWWyMCFRFRpUk3uIVarQ6dLdJoLiEuMPbOXL3PLxZqUhOF7LLQ1CKA86jvC6CbCYB0GWCh16D7fHVQyHk4yZAy7KoDlahyiqKrKAqGqqsIksy/pqq6PmdPHPieHjkJCYEs+l2W+Ny5XrIdsOoJxABqwkcIoLKD/nL0GQFTVLQZBlVVtFkBVVWcMgqKRmJQBnvrO3AyG6rGN1zGIGowulpP9hqnq91uISFNyzFsiwWrJnFXbsfoKhkB+V700nrPKLRceeX2pael1ZV8dKq1QDcOTSZ03q0oaSyjsnD7aypz+etY0ORj7MBhyzR9foJ1L2TR8WXO0l/ugOWZeHI2EVa2iFCHAK3zMFwGQvf+JibA0VkZ3RhS6/OfGfab/7LN97M1GAEZyCbnL+NRJIkLMui9tcVHF5tE1JPdrtmRsuiLmRx/3d765fkA5dsa14ttB6Kh0w1Bf1gOYqQEJZFxZKNyELiwJK9/PTGNwzdf4QsGfIuGMiZk25AUzQstiKfIFX5RAjU+EE4+PnFBxotl9Uk3H/uRvC1XY2WO7wN1hErKj2fM8TLvrzdJBblsOb1MmqvWcn4qCzDlBvvZvqf/wxrCykqP0BOml3/RY+EWPTz1cgp68HXkxFnfIHDFUdo4SZCCuw9p98p9T8hFOSDnI5UTZ/Bm1dMRQbSw3UskJNZ8NMiTj9vLEfK/NzwxnJ2BG0inBsoZlpPN9dfc27MNk3LpDhQTLY3+5TijVpwYrQkObfgpBCmQGqmtkTEb9e6UJt58zwR/BF7AkpyJxHviifeFQ9JDesX1x0iHBdbnO7giuWM3H2QPZddhumOZ3/uhQTTM5BVCeXoR5OQpBC1pfYb4cZZy6gpKUN1OlEdDhxOJ96kOLoM603RumKIWiCelnSSstMI6DoFuw+y/fB+Tu89FpwOqvS9ZJnryHZcgWVF2B2YhUsV9EzORLd0XhrzArcPfprxaeew+NlrCM9ag5ok4SsqQxgCyxD4tXQYeB4FB/X681m/qRhpwAFcqkqgpgrZ4WJHfhFxThWHqvHVGw9j7mycGSEQCMl200tIBN47wF65EAsTS7IQWKjVpdTkf4+QLdA00DQ7FsHpQHI4cVWnsq91iCOf/4YsydGAXoXq0DJqlI6sqP2GxCO7UWQVWVYIVTlJTUhBURW2H+iEV07nMcNLRDv+/jCjnwjgQBqajnN1GXkBGA3srfip0dZ/3j+d6Rl96N71PMYMnAC7oUT5hM0H36NH+FVa9ZpUv+3C+8Yyb+E+Vm6YQcSRwSxfOq+uruLV1TYJS0vyMqRLa5buLUeKBlKqmoa3QyqHrfWYVlQWXpbp2nUosBRZnkSxp47ZYhNaQOGsfmMZdt4YhBAkLl/HkeJaUuqKqTRyCPfPqJ98ZFkmacpIEvtsh8Xg1GLHr3kUgy6pFleP7WyrggpAkjCDOjPmziJJxHHGWWdhmbZSqGXa+iuWaVG1MJ/OHVoz7K5fmrT77uSJVMa5qXniNrqMP5/e6Q1py0JAM9pcJ0XJ/kKgLSAx8Y+PISsyhm7QaVBP4pLjOSB24kvzED8gA3crD8oxGWuWbhOetm2zOWOwi6X/OohmuvD7fOxY+wbpuaOZfaQYJRpHtmPPGnLS2lJVms/KRVfgSCkhTrqYIZOfQ5KkaFCrjS/3L6drQisGpHXgRPh6QBfumbeCGW07UF7rIy0hjh9uHc4dby7gtqUqY/bMZ1l5EH/0Ot7RTWGoy8v6GT9RPfUskjIbW1t3Ve7i/iX3k1+Tz9jWY7l/yP20iW9JjPg/QQv5aMHJYVrNPsX0aFyDw/P7g4YDegAEeJ1NLRJCCJxhE6MZV0JXVzxmKIK/axdCZS6q4nrg0KswLUE4KCEsGSEk9GAhRtAmH77yFWyZu6JJWws+mYTi6FL/d+3sCq78x1AA1u4vJ1BxhMsGt42WpG8PnFG/beT9xYzxjOChM59s1GZp8RZuz9kAD6lsvmI98jGqsJt/nAOzwBTp9ctW52TyygF78rzPV4uglt8ebFwVtiQxngFnDrVlrS0T07K/aw6VM7yoD8EcA1VWELoAQ+CuceJM7k7oUDLhUDFSIAiGgWSYSKaBZFrs7taDXQlutD3rovJftq6mkARw1OJQ0KgfKWVDUEwXcDE+4A9dgtxwfWt0S8ewTHTLRBcmumWgWyavLqlj8+Yo0UxsB8BN0gA21v7IxKF/5ptdX7NI1HHJqkf5MFhF726XAfBDjZ2ma5TcicOZSkqnoUQCFSR547hsam/2bPyeodmprNpvUGU0jO/lH2/DxUa6JEGc8NMtoZSyn5+j2hOHapURL6cQXgjlEXC5JqCLCTidTnZ51oEfBl14IQGHgwW77biP09OTIT2ZDdvWIiFhZLrYs+IQikNG1hQUh8KR0qglztFcULNF60Q3Zw7q0mTN4XlzUVw640e2jbln3oICQlrs39+E2+7k+4/ewjjkI+UY4gEgkJCaIR9CWJhGmHAoQCQYRCChORyoWjySJJOaO4iywhoueOhF2vdrrPFiWbaGbEJ5gLodFeSOb+zWEaZNFl6bvZsuQ3JYrqkcdkf4x9o76REpQVhw2vRsAEKqwpLXPqB27ovED61ETZBpl/kMnXpfVt+eJEk8n13Cg4czueuAl7bSblaPPTH56Ng+lyc7H+AM4aDX+n1s7ppJ6y5tmdYri/u2hJhdESJRVhhdvoQ+tVsZ3Oc2hky9mJ3LFjHvvde54MEn6itOr9y+kq9++oqyzDIeOe0R3tv6HlN/nMp1va7j1r63osgtSqn/DlrIRwtOCmEKJCW25UMPROzAUu/vJx9BPYgq1JjSyWEzjCsMkbjYbhe3aeIHBn/9DRvengMb4dqnJqAlN67lMv3J1yjancBdn39hR+FHdPRAkEgoTG15Bd8+fR+GowbZEUaLt9ArnLTrn1S/fyQSBgGaK7ZlJyAF8apNCdIL824H4Lakvo2Ih6GHcax4A/hzwzE0iQemtCcQDhM2TUrOuZD5+6oprHFyx9j2WKbJu4vzkNob/O3CvzQ51sL5M8ipTiD9+oE4ExviWmrnrad2XoAO0x4jbmhsAbddDz9CWiTC7c811tqxLAvLMhDCwDAimKbBhhU7WLBiAeOvzSYjJ56KYIjPPy0n+WCYDvGtUZpJS/xnYBVgk4/JHTMAyLFcjK0IkzLkTkYPuZNnvjqLr8JFXLf5JabVFTEhYQDzajfwRaWTWjNCyr7X2LH3EBHXYWTDTaJ5HmlqEtsP7SZgNhVAM5HZWQ3T1OWcm74b9u22Vxy9VIshB3hbv4ZPTNv1c7ZjP5kyrPyuGfVOCRxCxTursMmqiDsf2oHPij0GFhZyM0wgPjkBn79pPZKjkFGQ1KYFHS3LQt+bx/C9h/Bu+4zdX34XrUirgKJQ3euvVIfg86c/w4hImLqCqauYuoZlOBDmiX+zkuRi5ltFWNJBhGSBJHD2CnLzrVPRh2VTvGY3y8uW8/MTM23SKmzyakoWilNmV6QP01flgQtSqWFYxC6JULyu4TfqMkyGDu+Kv7dt1emcdBO5xxCPo7i265mc0bqEJ7YtZXUwmXxfNcmOOJKOKyy5beceJFVl+d58Vlb7oJXtitxTcIjU5GRWrHUyFQejx8fTZ8oQCjZ34rtn72LdLx8w4JxRjLrqeuatfZ8Xnp1Glx4D0HWdXbt2kUwyt3a+lcu6XcaUjlN4ad1LvL3lbUa1HkXf9BMr1LYgNlrIRwtOihORj4ricrKQOPjbdoqT9yOrMpKqIGkyiqZQrgsOmFUkWjW0ynTjzYojvypMefEjFId8mJJMXbAWj9Pb6A2izl+J0wB3sOlDF8Dy+SH6ZmIEI0hW7Hor4aAfWbHdKZIk4XA6cDgdeIEdm16h05QCEuKmMu48uzKzrhtoWsPPQg/rqCjIzUysNvloelyfGWKw5OXW8xqXsd+85isGehbS3bOQt1Mfw9g+gOueP40kr01QSv1hhuzMADLAA65+g5jUIZ1p27+mY2J17LGI6qU4vI3Tf0U46l44gYhbBIEzRulTWZajWTYOtGjZe1O3Jyu36cKle2njTqDXWDflXxXw2ew8rjknts7IDzcMo+ff5+OvCDGvsJK68iB/39GNMcrl/D26zcOXzGTgm4O5Ly7Ck/u/AiTckkCTBLkOi1rnGiRTo4PjEXyhHZS6viK1axuKd03iwXE5/LyxCF/YwOXU+MeVw+mcY1uV8qevwdqxHPO+AoShY4aCaEJi1yc30iuwigvOmMofsvpgWYLHl8WzM7+A5246mgXS+J6/5cO1rO+czXOju2JGTLuOT8TCiphsKSoGP4j42MJlAoHaTEXaeG8ce2sKqSwqIyUnvcl6RbJ/T8ciVFPN5vPPJ+FwMV5NxZOTgyRAmCYYhv0dheoUuOIFmhP745JwuCQ0p0BzqmhOFUkCQzcoKHiPg7TDa55G5LCC1bEaw9DRDQNtYzZV+bals8P5nVi7bzt+f5jT2g1AURRkWUGWJQqKS9lfk0e3OI2uSWnsratDrmmoxRTfzUf1fvs3ow/W6XHBHwnU9mZ/wVPkmW/hnLOVzDMaV2fO/+B+AsvWkPynO6kLuLnl85kM2b6ZC/90Jf262mnsK9Zv4oKoQLbkTMad5Ca3opSnWqcyathgADTdR6JSR58p4wFo17czbXqfxcGts5j/wafIbabTvcdBamvTOHI4Hbc7kR79erBj0w6S3bZyqkfzcH3v65m+ZzpvbHqDy7tdTq+0XqS5G9fuacGJ0UI+WnBymBY0Z/lwWgQxSTooIx2MoCAjHfPQbgMcKZvHDt8WdgCLu5/DllBb4DHiuz8IkmDEdLuSq2JKKJaEKmRSauEfQNynM8ifNwdZVZA0BUlTkR0q4X01SLJ9HD2oI1sSktr0do4E/aha0wmhtGg9IefXxLWC5KQG8nAs8QCIRCJozWSc6JZOWNaJczQlH35Lp52r6cNowPArYa5t9eiQtI+Jb91bv25bcQ2TXllW//cFEzswvo0dUKsbCvHO2OoWVsgkJEeQjquHY4VtUiK7m3/DDYt6uZCT4uAWO+Zk5scHkcRhALLlIspT2sLPBwlObI9bi/1IeXpKL+76cB33fLEBf50OpLDE6le/PmCaZDrasrBwIYP6PYlsFGN5+/Lb0JFY22cR8pfSceQdaG57rOcv+AFFMbj+lhuJz0jiujMGxTwulo6JguZNsv9OhOV7ihnoX8889xlMGNOQwp2WX8Ka/XUMb9/U/RHSTWoiW6kOGPTq0DTIee3qzbAL4lyx3S4WFmozUua9RvRnw7c7+PLDz/jTo42VTizTQpYUJLXxPbjz/vtIOFyMednF9HzgQVR303v8yDfdSDJ60Pfy72Me93gEdT9V1q24UjtzTt+mWUavvPoV4piwIy3TBXkw8drGwcrKpj3s/zGPCRPac0bU4rbz7W/BLmJLXILJpmku1ASdOFR++OBLhvX6BTVZIbFGZ1viCvzzL6D92OlIisruZ67A+nQDMnDVxoe59phks4KsFPo9bJOP8lofEMcD5QeZ2KENPQcMxwKUaFzH0ie+RtfSqTIaj+XBrbOQNRMp8x1ciT6MSDYJCYdJSqph3Ni/sLtoNzs27WhUqzAnLodLu17K17u/ZsXhFUhItE9szzMjn6FX2u8LvP9/FS3kowUnhbAEUjNv/l3G9GSTYyWKrKA5HDhUB5qsoqIiGQqJvwXIclWRHy08MaFQZotteSd46Eq87u3c1q0XYSNEUA8RNkOEzTABUc7+wevoGUjC4UlCRHSEbmBFDIzaAJLQ69/oK2pkTDX2Q18PB1GdTddtWn8nStQEX1H9KHPmPIElVIRQEZaKQEUIDSNR0KWnytpftyHjJCwCBEoGI/TWBKUwuMGpNJ2+/cLAG6NP0jHWnYl5XwINyr/fbDrcsG5ULv8Y31BB1jQ1Et2xhc1E0CSghJouDxmAguxpRhANMBGozQUGHIesZD/7i2HsYAtJU1iyzMCvOzntvI7s/nA3f39uNRdd14sebRrM6u8dLOOr4kpqS223gr9OR1MkJqceYWsFbPvnOAwtDr/i5rSi+SxrO4VfBw/i6p01HCaL1/et5oUR1zfpi2E4SEkZSXxG0ok7bRrRKrcN6Ns2jQKRRbwcabQ8LxCmOShRonuwMHbtKb9uj398MzEfQhLNxgZ06NWZs3aPZdbWRdSWVpNwzDlZYbuP8jEVWCs3bcS1eBmV7Vpz2hNP0hyEaiGbzV/74xHU7fRqTYltvZGFjKDBomJZZrRScWMcqrZTxj9edZC8oJNze2exM+0y/lgwhG8nZFBdN5eMhAbtp5Gjvqj/d8Ct0t7oQb66Gd/s4cQdHmETj7O64urbB6O0DBxAdmsij3+GvGx5/b6GZYEMV4wdTka6TfyPHfG9BxRwwohhjae9LqOmINJexZWk06nNi+COZ//+P4Kw79n6l6njDISPDnuUvwz4CzWRGtYVr+P1Ta9z27zbeGXcKwzIHBBzDFvQgBby0YKTwxK2BHUMbJ6zjK4bjn/DP5rpEP0rWMOQA4JNva9FklMA+0Ft1PUioboVN9/dVEGzascKkg+fTdnYaaSPvabJ+kMXjMAK2Q/mg9W2X/eDG39AwUSRBYoCmiII1PpISG54UzUMe4KRsB+wodpM4pPG4/QqmGYIywxjWSFMK4wQYeSIH4dpIiQDnQBBz1ZwOIgrbk+FXAI58HrJeyxbvB5fQCHd0ZU4LY5STDyVpVT++gGepGRkdzx4E9lmQXOPpWkTu/Lxov0A6Mcs94XDIFQWF81m+PezUWQVRdJQZBVV1vhgxwUA/PbZFlBlFE2m18g2OCJR8uFtXtnVFLZiqjAsJFUmFAwSCYUoOXSI0sOHaNupC607dgRANetQDIOe19k1Vfas/JSIkJkwNAefYcKn+1j4zHqcDw+kJF7mmf1HWB/VLlEP1NY/bNLaJnC4qgqPVEuvig2N+pM44A/0yhrOhixot3AlS+qcWJaJfNzELcsminIKE6sZwaLxvnFOlbArDY+sN1peEtabvc81RaZV+0Rq6yIx1y8utq0LKZ7YAdIC0azlAyCnYxvYCvO/msmUWy5BicYyGNF7/Fi3y/6PPsQLpJ51VrPtAQjFqnc5ngjrC39kV+FnCCtCK0CRY++jBSIk1sYz76EvURSJooQKhGSxZ1s+XXq1r9+uKhqEvr24juVHdvHCrF0kG0Gq1Ey2GnchJdjPhtFDV7Bo8ePIrrn1+5oKREwffVL+yP6v3kP7cQ5WqkqXZz9DOW5sf6vIoN1r/+CrSx7nSPZQarxerqWWWZ/NRpMlJASyZH8kCYLOHFK9YfrceHbD8QwDR+7PoCq0y3qN9t3Hs2uXnYmVmWmnBTdwj6buyThHHHGOOHI65TCm9RjuXHgn182+jou7XMzNfW4m3dPUjdYCGy3kowUnxYliPvCblDmq6PHgRILhIKFwkFAkSCgSYvuR/Xy043WmnvUnht/yIL03vk7f+b/y9kszqYvY5nOX0vQHDaDX2dkDanxsHQ8rFEGOBoFefEs7Nn+7HlmPYEQMjIiJoQsiYRnJiuAM2m+rhhFm/uy+qG4dOfoccyWU4DRg6NgnTmksfpnfg6I2ldxy9YWU5/0Cy6DYKKW4YHZ0i6iAkaLQryyflCONzejHEo/buj3KL3M32mqxlq0WK1QJyRAsWlrIhNVHcCkyR41OcWoimhLGtHTCVgBL17GEwda4g/T2tSGlwIdqCdIDFluBAWEDITTkZjKRhBAIRyqylcj0J96nUCrArxzn2llp62hIloWQJDyGUZ9magkJOZrLOvW0XBYnuZjx1S7OX7+X0iT70SIBO07rRUW/CFdP30DRoVqO7K/BwqKD8/g6rGDWFdf/O0v2k29lk714Ky/kVHJlpzEosoIQwiYfzUySx0IyQwghYYaCyKpmB2NKEppeR43aODh5YLyHBVJl843JEpGgbmd7HBckHafYapgJzqZWAyEEQhLIMawER9GmX0eGbe3PqryNJHwxi/HX2qnFZijqOjvGndVr2uNsXb0Gz1vvsT8tgw5XNlPgTRMoxsnHaOf+f5Fu5uMXGhXCSb/UIU22CdRU0HrpQkozzuDAEZWQKxW/KAQNvvj2Y6b1mFY/Jm1TPBQDf7+oL88sOERBRYAq1c3Akl04zHh0rRq5TkbzZjLxnLdYPnMSIddOAFLCSRR5CkmLy6Jdp6uo5Eu0gI6+dg7KmAsa9emMW27gF9MkstqBI+TC2dZFXGU5SR4BWAjLvkctIWFadv0e6bjsudULXkWN20lu+tt07m3HgXTufA77858gv+AtOnSYUB8oLGLERh2LJFcS75/5Pp/u+JT3tr7Hz3k/c+eAO7mi+xUn3O//VbSQjxacHCewfEghQUAL4/S4cXoav2HvNeoocB0mNSObrtu20iPqt+6UWsvGI15kLNzNZKmZfltISvMmx1xvhXTUJPtBktGvAxP7xU69e/nS7/CShGVZrJx7N6rbfph7zYvw+fcgodFhyMUx9z2w/FP8vn31kf6SpODCwIOdgTO542Qmd7QVOwurKjj357Fc1OZ+ru9/NkbJNorueYKl8UkMuf0qRLAOgnWEgzWs2reZn7Q/0jq9HdcaJiHDImRahKtC1LRLpqI6zEhZI2hYhAwLf1hnPCoX9PoL545pPsXwaKLl9seWISsSQjfAMpCaUeyUJIkK2YcFVMk+jtZqb+V2kNuhA9U7d1BQVMigzr1wxseDgMz27RquwXEZ2GN6ZvBKn0OUJsm0dmp80acj2S6NOFWhZNdc/p44EyvZwcLKBKYV/4NtWnssXWJ5x4sYlfcNAJFjXFiLThvF6GWLKBSZPFCUwra6X/j7wKkYhm05U5qrr3MM/Dur+LD2c/jLyqO9RsZC4mkMZFbeOh8Lu1BwFwGdcfD8PYsA+013UzfBzs52bdiyRC+OPINOj8zAq4XRFBOHbKIpJnUuJyJF4qqPLkaWZOz/pOj/JZBB2lTH5vVzjpZAiV6EhiLFmZKb0ZHuOPdEOPLiOiQJLMO2EhxLdlwpqWTcfx+Bhx6ldndjsa+jEEIgVJBPMEYzNj2KP3iQVlY+ZcLLZRO2xNwuVFvFgaEj6QSIdiWM++sHfPPQMvTaXCKp9vFLt28nK1q53IwGu2YluVl03zgW7S6lYt4Cevz4HgkP/cCuQ+dixVvM+mUw7pAfI7XB3ZWUchHlofc5snc9OZP/TEQrI+HtmRT86SH2PWEw6aJL6rdVZJmpd9zCl1u+oLVaxHl3xSZhR/H6LQtIzm14nhzO346f99DC59G594SGdhWNVq1uoqLiH8xfcCmd+71ij2kMy8fxUGWV63pdxwWdL+C1Da/x/JrnGZAxgO6p3U+67/9raCEfLTgpqnZvxJ+2lZp5i1FUF4rmRtHcyJoLjL1UxkXYdjgBpxqPS4vHpcbh0hIo89vqjRmeZJRjAuZ+uPNGAMY88hXuZvQLjECUfMQlxVxvRUzkZmIgGm0H7PdV88ajF9I9+nDVgwrDzn3hpPvmBZ9GkhwopheQEJg4RCLp4Z5Ntq0O2+6FNG8SbZLTIHksedUa/sz2OEdeWL+dC7Du/pxhNZVcff/ERm3s+ngH3r3ltH5uTH0wLcD+g9U4Xt9KSVLz7pOjEELgNC0ySo9gFJWB1RojbwuSOx7JHYfk9NpkRFXrLRhVso82wsNByT6HIaNG0X/EKNZNe5jD1eWkulQG3Hxzk2NZAlSp8QPZ49bI9emsGdcwRsHdc+j2fUP65Kjody89H6ZVMkpWKKl+DqOumCGtG4L1XKqTNWPP5L513/NpXQeOOt113fbFq83E+RyLzcr5WEYpEyY6EZaFMO1PaW2IArUTquRBWALLEkRMixpJkJzosieaLcX0rawlN07GAixvFQUOjc56BV50IiZEDIiYEiW+CNUinVZaJiJa/1dgRQXFTAb6etHd7GQTDSFs8TMBkrAjCo7+naEm4bVcWLVhu9KsZZ+zfNyjuvSVV4kDejz4UMzztsJhUEBWY1u9LMvEUfElCAlTAkPNaHYMK/bYOjn+0/ow5c2vAbj+fdsKsePXX5m+bh3SMeRIjxYSVaO/+bFdM1ixwYsA5jy9gaD3TYSwz0fW/OSOfQln0iEkSbAvZKtoz9oGU1ZfTIZaxN1XtuacmWF8s+N5fd4C2miHkSTqq1xXKq3wiIZ4qVOBrkdYMe9FIrVT8bh68PNbnyMrFpgRRFU12V33I8e7cbl2s/yXvwM5BOYU8+T6J4jIDda/fF8qRVISsquh8rcULZIsRA6h2vP4ZvtCpo1uIR/Ho4V8tOCkqOo5i5rEZSBksMxG5VfoCR6gZNenTfZrC7zYGsp3n8fflnfhs82Xo2GhShaaJCi2PHRwhnj9+WcxTBNFllEUGUVR6Fc3jzZA9a+PEkzsBKoLSXMjOdxIqotwuUm4/AAlC6bjcHvRPHG4PAk4ot8ubwKa5mLE2eexeOlivJ0bTPyjRi9u9lxrinZycPsnSJKCUAw6eB+k3fDrAHtiL3h4EQVDmlbSrQna7R8bcOiIhAjEyELQdYEqxUghDtkPNek4K1MoZOAAnO6T/1xDpoVblOHan4FFJ4RRxb5JTXUTAJAEyVP/QJXTqiceAHXFtushOSEJgIVL57Fl6UJkSaJD996MfPwpwDZpV4bj+Omu6bgSnJz+0DkEhYVTNO6/o3XjKJe8uI509OWxPm0oA6OxHJlJ6ZAU2z+e6mg8gYZC0cDIUyAfJQfXYun70DOm0WdcU3fCifDJE9tp7Yhw0aBrGxYOjr3trgXPUqwvYeyZr/+uY5wM5dv2E/qsCCWhwR2m+32obVpDSRk7XnuVfg890mQ/K2QTtOYsHxHDbxsz0/7AGX2bD1oF0BNtF6kyZniTdSJKNN785hvUL75ABiKa3VdHtHggwMCpE1lY8SiBbVkkuStpnxQhv1ylOpJGwdxpuNQwI84yWFs4l7Kgid+fzIfWFELjWrNt32tsv0Di5jX2fXBQzybJKEEgIQR4pUqyu55aaYGjnpM5722gZPNVOOKPENIkhJARppNwbTYg4czaRJwzh4BVhTPoJcdMYUCoI9VWgMKEUpucCthd0YoyEUdCQhnW0fte2AJvbf11ZNKROKvTKfXt/zW0kI8WnBTOLgkk68MZ0P9TLMvANIOYkRBm0E9FTTGFVj5uh0rE8BMx/BhGAN0MUhWoZWN+DYM8+XSOz2dcFoRN+00xYkC2FWBsOy/5+yM4LQNZkuw3RaAUL8iQVrwYo3g5KgYKDXUqdmIrJDpuexywAzT14/q9bkB/8jt2xGrTiQMHICGhjKTkYpatPB1wIYQThBskNxIeJNmNpB9CdhxC01PQjDTicxvEuUoDpchC5kD+Pr5Z8yVykgOP5sGjeZi15yAAB0v9BHwBXB4XjkgIOVrMTghR/7ZkGKAqTWtuJBesx6MuxizrjD7vC9QhZ2KFdNLnf42qyIQcTS0uxyMQCZHt+CN7+z1Mm9RBBLfmkzz0ZkTID5EwIhJC6BFE2P4+3d+BckNG7ZFGXXUVm7fOId01FoCO997PmR+ksHflEizT4mAkTGmVj5JHXmWImU5vM0jA6cbUHUS8+9gy9wdCogvO4/QxFG8aPFHDuq3zGfTdBZS0GoJVlYjfdWpVQ/smpUIFbAvI+HzlVFbZIl+qGjsr41hYpl3l1dJPbjJvgqgE+qnAMsNIVuxU6P8TmOHGMR8Hfvye2ocfw3XUuvDJZ3AM+di/aRdhfwD85aBCuXUQUbwfWVJRovWAJElQG8wDIGKdXJ0zEj0txds0pbzz+PFMLC0lEgxhmgaWYVJxqBjvvl3EX3Nj/XZOt4vBV11I3gMrUE/rxYgLuzHMNJnx7gd4jGx2b3Oz4FcnDvdk6hJWYCka99x/F4//cDeXLzK59pEvybq2N299+A1ibTplvSVuv/1iVOX3q4vmbymnYHOA1NZeLnu0cTxG2bZypv9rC107PUfbUa05+NBCuomGaXLCmIl0Gde7/u/THv+BYYkWX919baN2ln/+DKft/RsAdUcuhB+/RJTvwRh0O1q/qb+7z/9/RAv5aMEpQNSnm8myiizHo2nx4E3Hm9aOXIY1u+flw2D+j5egU8ardzeNrdiyZhX5+7dz3nlT6TGwqVaDQkO6nKlHMCMBjJCPf7S5i6raYp4d/QSRoA894EP//9j77zA5iqvtH/9Uh4mb82qVc45IIgmEyDmZbIwDGBsbAyabYLD9YIyNwRGMAZNzziCEJJRzztKupA3anHdCh6rfHz3a1WpnA36f7+967Vf3dbVm1V1dHaan69Q597lPNIITi+AkPneVNZNmOIw2/aQPHsK4k67jq69+TzCkEMSQKgIqgiKKoB5EDEGUpurBXHnl3C7nolC06G2cUj2dnZ/s46YhD3Rp88ySev453ytZ/2m8lfQPX2LVgg+oSksnv76O2v4DOFD0s6TFYIMp75JqL4S/vetd8w5PdTQXwIRN83VWFl6OEQjiM3X8Pm8J+DQCPoOATyMSayCsgljZuQRPOJHgCd2XTQeI/+J9Bg5qIf3K06jZUsy2hS/i83d4GsZ//1rGf98bRH599524/iCbaGBypIC0tHTSUGiBbGRTiF3hH9PW8BKpSUiXANGdXwAQiNZiOFGcJPoryTAyvQioY50ziN+uvJc5eN9NMJjR436Va9fi94WIx5rYtngZ+cMGUjissE/HhIMGY9/SkKWMo6lvrvLba78HheL8Jit//EPC8xchfSZObgGWoSOLOq5n99qt2Fd6IT4ZVvB7aPHNp2Xr/G77/9f217lv/XsIdNBsDM1jq0gkrnQJm2GMiMVTQNvDj7P4939CKIUrQGkCqQmk5uW2pag0dM0kNW6T0ViPcZgujWV53j4jQV7XdJ1zf3QdAKPXVVPydRlrtzfi105k7KXDyA0FGbOlnlOWKerOu5xNV8/h+jv/zAvpH9L6ZQ6PPfIaP7vtW93W00l6P13JF09vRtMFF9zctW6UlggDS0dR8cnnREQLYZXfvv26xjYe3l/OMQOLgIR9emgHSuFI1W54AKS0FEOrjihfTenuvxNrncHY4/v1+Zz/W3HE+DiCPuLfr+JYfaCUUIHBI/ffiyYEuvB0E6YeNZ1AqkfeNAO9v0B004du+vCFM2j1G0SyUhk57eRu23/+mzsxRuRzzmU3t6/71rce77b9nqVbefELT1rbddxOPBWAgnABKb84nhXPfEKg0c/jsx+nzWkjYkdos9vYtGA9Yxd/gnHBBSgjSP3AEWTWlJPS0kxKi5dxUz5gIHR1egDQmDGKtJqFxMMnIaZ/B7l1PqL/RJ7MyOemr67mhH1/4oN16ZRayYvtHcQKXkC84pKlLabf8cf32NaVWbTsySK0dRNuYoq79PWXWPfhB+i6QTCcxqm/uIntu3fgHqKXErh2JkXjBlO+4GPkZ5KWkR7xcEdWEFAM+HQNria4NDWVNENHb97FLzd5mib60IvxLbuPpvS+FSMclj6Ai0IreScyjGfEj7g0azp+fwpDhpzU7T7VGzfScOVV5AzIozwrlYodX/LKL75k4qlXceq1VyTdRya8CZ0yWfro+bDqGxDB/w88H7bn+dB9BoGlK9CA4V98TrigqxEVqW/EBEq/dxM540cScjbiFhahCCCVg5SO96kEljRYVb+cEVkDGeoKllUuIKKKGZE5AiklVZEq/LofUzMxAjpfntnKUJWDFgig6QaaBFwX5bpErTaK63YxVKVT4MtlW3Wc0txJvPXyJszAdu/NIcC0JFcDsSTEzaIpeRRNyWPL3F1EPy6j7F+7eGHRSoqaC4GN7D19HMOf/4qPNs/hgr++zryUDVS8n8tj//MWP73jAlJCXb0yybBvUx2uozj5u2MIpHR9/g4qGTevOEB2Y4gwIRpVKetbv+BfU85mR8YIfr+tmHcONT4Sj8iKNx5h3NbH2KfyGSegUssn7eerCKV4WVUVj1xOwCrh05e2kxaw6H/U4D6d838rjhgfR9A7lOrxJdwabeTMx96n1fJhuyaDMpr44axB+EwDn65TnTKUbKecYCiI40pcpWhyJF+uXEOq8OYOfn/fxZAALGnhE90PXq7rEnSC+Izu25Q2t/J58X5OG1CAMAx2bPbS/Sbnje5ieBxESjgNNFAGnDyos+GzYOWvya/4koHf+wfh1Cy44SLKfnYTLV980d7mgr//mcee34hvWS2P3L+YG+6eScivo2ka/rCPtqpMwre/5zWe7ZH6bgJaBqwk9fkZTD5nKDNnHkMkLolZDlHLJWa5xOIOcUvitDZQuOplVhSfSqwhuSBWMlg7isk67VSGD5pOLNqKbcVpiddRXLaOSRvPZm/Zjk7t924vJmjUoT5Lwx5SRvZ511C57k9Mad1IaWCixwfxabwWb4M4hEjll4l9J339IwA27xY88sQibp49nMvG9OyR2NZYAD44Od7EpEk/SNpm55tvUv/BBwQ3bMRnefoYUZ9BjuFn7OU38fVLj7Jx7svs27SB7/7hNxiHpK82Njby+OOPA/DAAw8AoCRo3WR5HY71dpTyxqmUvLEZnyYwEoupad7fuqBEVwTTTQyhoYtEG0Hibw1dgCkE2sFtGtTtbyHPJwhs2os/kIfySTjQQrQ2ivAZCNP0Pn0mssXj7QyYNYMxx04F5vR4zmfzrfa/L3qtlJK2Zt44p5u6NhclXw1Q01bDvW/N4eZBF3P+7B/w1JuLmbemicyEVolSHVwLACfU/bBz/akjsE4czD9/tghjZSVjNn5ObVYO5z72FsuPeoyBDz/F2qsv5OIPl/J5aDHbX8vmr7/+kGtunUNhTmfS7O79+xjaf0AnY9J1FAPGZDH66OTPm5ZQCfYNz4DVniR8hhjA8NIi/jrvfk564lWmp3YY4UolpmWuzcyt/wPAOFHCZjWUUbd/jRns4KIIoTACPkw3yqpfvYAsKCN01HRCU6cQnDix26y0/1YcMT6OoFf0lmJWUX+A0uYc5gytZGFJDltqCrjpnUNZqVcyIWsPH97VUUzt7eeeYXfJXiwJYV0jr6h/0r67g6Usgnr3hMPapjrennIiLYEQv/8ioVWR+NfLdFS0Jty19zbsB6XIC6fxXVI5/8eX9Xhs4YCbhLPhxjzd50Cooxhe9s030dbUwPw4rJtxHP8ATpszkPe2N5JRbfH8LYtwBeReMpjZEkQ3bhGZ6DsUTiEnvSeiZRGtQ3/Iit+WoPt7f5n1u2scFQ9vQfgNfOEQ5z/yy/ZtVVt28dKvbuGtx+8nHM5B5GSgDAN0g3hVLY1bahEBkwHfPRfTn8K8yBCuNJdy9ameaFzE9tKILSX52/zdjLb/xS/n9OekkVkUt0TYtsulemM1dz6/lgeyA1x+zCDuPHooAaNrqKNY8zGsrYmXz+k+jFT3yquEd+8mnppKW3YW/X/+c3jyMZSuMf3cExgxcwLvPPwnGspXs3XRRibO6SDCNu2q7tKflBpC68ZNdRieKDmVmmgW7NvXY7v4MbmotG8wyPRPxV+omD9P4TvpfgAaXq9K2jQHP9bkq1HB3om4h8NWFkL8e56b9XvXA2AmiKb9C3zET+vHujmdPXQVdRHevWc5oR5qDQG4CWG6hqwxDFi+nKEJr+jRV93CfD/0u/cp1rz9JGd868ekpa1l2TMWLz60iPNunMzoIcOoa2rgmSc+Jry3H639F3PNj04nnBD20Q3BWT+Z2O2xNdN7S+yp20PuLBN7ZR0+qZM9MYuQlslLlR8zJC2Vkk+WoWmCCXo9y92J/Hb5ZiZle3lczcPPI5RVxP5tXnq3rG9jaqSR7NZFNIlh2HoQw4mB41D35JPURCL4Bg1iwDPP4Otf9E1u/X80jhgfR9Aramo+63F7NOEavvq4CTx97VFUN1URd2ws28ZybL737Hbi8c4xzou/m3z22lfYyiZdS+92e72IUpOWycR4LeODaZ7ugVJeKXGpkErhOjY+v5/RqSGe2lRH01aLvzKa8seW4NO1xCLwGRo+Q8PUNXymTnWNjxF6nKXz5tJgtWJlgGmY1O7YRSg9vRNPYOWz/2B1rJ63z/w24URmx7gBGQx54Fg+WV5GJOrwneXT4OvEDho0rfotsrUS1bgXjCBC9+E2JrwYSaTiD4cT9QwVo5tKvIdCJdoKs2vb7OGDGTlkJvFoBM3QWWe1oYfCjM7dhjDKkeJEKo56jAI5DZOUhIna4SkImTohM3HNuam86Pp5bHkzV5w8gwLg2LFgnyP548q9vLh0L//6aAfPf7WHWVMKeXD2CAYnZphSSuKGyV6RXD20/Vocm+jQocx8/72OdU8+RmbA45Zk5GWSP2QYDeWrmfuP+xk88RXScjxDccCEoVz79slkXDCsY18p6Cuf0ZYm351Wx30XX43tSizHxXYUjiuxHEVZU4Qr/rmC2Y7JkzPG4CTSe23pcQTcxKejJK4LrpLYEuaVVPMYUewzMjA3rSecX4iekoqyHZQjUY6LclxwJK1bfOzrN4ETJ3Wt8tsbLNdC59+bea8rWwfAzCEzAYg5DrrqeuMOinSpHryoUkq+euAdvFw5aN5SRr/jOojWsy++mS+efQX1zDPwrR9z7OSpZP08g/f/spaP/7iVlSduoWqxi2lnIadUY25K56VfLSFoeR6IoFXPkt+8xeTvHE/qwHw0Q8eNWSz/+5eMPn0s4f4FALzQ9C7bAssgIaujKcWfUms5Zccjnc73n8CTGZfygPUTGP+bjg2tCmwJPg30PL7a8T36iTYiyiNZp0+fyMAHH0I5DrEtW9j/g2tpeOUV8u+4vY93/T8fR4yPI+gVQpgodXguSQdiCRd30DTRNI2CzM4uzTRjO75/g5XeE2xl49e654nUJAyiC4ZnccPw3ussfLV+BWtoYbTPZHNDBFsqbOUtFgpbgY3CBlz8nO6m8LMvJV/4N3R0kjWOvWeOY9EdtzG4pgJd16lraQIN9GAY85D6OCG/wbdOHOz9Z3nnc0n/+OGO6zQ1hFQIqbANgRPqPWvDisbYVWgyr6mCrLVz0ROufCV0TCEwNdCEhhACo66ZIlKpiUdZv/BN5kw/k5SEjLXhNzn34fva+73xq9Xcym8ZwXpcJVjVsoHK17NZ//Z16D4dDIF/QjTpORXXeKnI44s6G4ymrnHnMUO585ihvL+zir88s54ZH9fy7sc1tA4Lc9LZQ2k2W0mx40S6qQrbcbMcSOn8THhu8Y7Bbti08Wxf/BbgsvStTznjR56XSwsY9H94Vud9v4HnQyqBrnlcJl3TCZgdz7vlSC5/1xug80M+0sN9J0iW1rVCY5TsicPJOXFCj23X/GYJJlld1Ff7AltaGD2EMXtC3I1jSINR/UYl/i8xknjwHNd7do3uilS2xfjqV++z1xmE32lh/AiXgmNmd2ojhCB44bnkPvoqNZUl5BYMYfSQoWTck8pzf/iSli/zcbKrOP/6KYwcOJiS8lLm3f4M8bQTAAgQY2tFDpsf2Y7hriPLaMGyJI1mAet3FnPBTz1S7JjcUTxw2k1YbpyYHefWBdfxWG4usy+b72XkSYnrSqqfnI1fWiybNpLHVpTw/oJ9+DP9xNpstKiLDOq4A8NsnvQCw2cWse3BjwGYeLV3PsIw8I8Zg4rHMQvy+X8JR4yPI+gVhT8WgI/NAybhBak1bzG8pS0W5J6WXDatMajKDKNME3QDTAM3lMIpRglihMP8BcvQhB9N86PpPnTNj6YFMIwAuh5ANwIYehDDCGKaQXz+MH5fGJ8vTCCQinEIf8NWdtKCbgcRSyhDhvr6Ik6IOX3rknF8f0LPrs9z7/8CI+xHzEiFhXDuWWcS7pdOW00NH787l0hKGs1VZZixKKYQTOw3iHf8fnzS6dJX3LEYdOJCHsyr4LrhxyCtNpTdhrTbMFL6YYa9mdjOjV9QWvtjxqd2LwZ1EFtkgNdO0HiNUdDUc9tBLSZn5r3G23VfQh0U7n6Ck8MnMLVoGqfOOrdT208y49Q2rEem/hR732v4UuOMOLEAIVOx4zF2rzxArLxz+mxtS4xXVu7nqUUlCOBvV3ZPlj21KJNdmenQFMGHIFAeZcOfN1OabZA1McjwtEi3+8aam/FXV+NmjOi0XtGR4gww+tgppOY8zmv33ciOpZ+0Gx/JoKRGD+VYOkEqDa2bGf135m+jfE8jF580hD+c9s3EpjQOStn3IVVYKlSSkFVfYEsLQ+ub8aGUYlvFNura6rAdm9KWUvRETlpray31dgOxwABqE2UNpJI4cUVZtff/lh3VVGeH8Kf40U0dYWjEyyr4+Ldf0ZrSn0HmXk7+5Vn4czPBcZG6Qmha+/eYPfEo4FUqN68it8CrKVOQnctP7zuPhStXc9rxl2AaBlY8wsZfXc9xa0vYOlvjlNuvJX3YHBp3l7P7o9XUlrbQ0KiwCBGy6oj4svn0T1tAT8GI2owt7PC4ZM4XNAoF4Rw0QMMbPFvNFAYFfCwsa+SDeXsRgFUbwwwahPNDKEvSsqMZOXIgvvQsHFuhSZuM4R2eYNnWhrJtzH7/b2XAHDE+jqDP0CcO8kQqbI/lrhwXbJewqwg4FmlY+GtbEa6LJh10xyFgRcj5aQ1WP0E8vhFNcxHCRevjjPJQSClQykBKE2GCX+8q9nUQkYTAUWY3Jd4PxwtXT+eoxxfwq9c2UBuJc8fM7mXM41IR8hmQCK8MLhxMdv986D+axn01LFq/kYv/+DcycztEs+5570t8SQaniJPgifgCaP5MNH9XOXkpXfYUr6ExNpiXl75N3PUjlYtULgKBhoklWgiKDCaPO4oVTTEYmsObRTlMKAx4YSbpgpI4UmJJF6kkSrp8UV7B3xq+pL9bSJl+gKiI8VL8bT7bOa+L8dEv5FLbAOlVy6jXTFKyUjj9on+1b//l975HUHQuMnjC7xcQSaRYPv/9GQR93X8ff/zVMjKbXFr9gmvum0lWRoD3l+yn5f0Szt/UxD2/OaXLPluf/RfiEc8VHgKakpW0P+y25w3uD2g48Tp2rdzCiBnJ9VOU1PpMOPU8H8nbLi6rR9cFfzhtTCdDqC84aEr05dciuuR99h2Osghqvac+l9eX88DcB1ge6+yuS1eeR2vh1xcwN/BnAMYvL+7UZkCNzXeB1hXNvLmiq5S7SBvE1HWPkd5cwt6vft/14JoB0mm/J//49EEWlz3EQVaaxBMFuHOvt/3qr2zOWi2p+dklXHzD/e3dZAwv4qibO08wrMZWPv3F2zTHDMxoI0PtDs9VzIlRrimGO10NQFMIgrpORasn+f/GT49jRv+M9u3L11dy+WtryEkQ2AMhAzPS2TuoEp5j2dbW9Zr/i3HE+DiCXpF29tk4NTUMevT5btvM7GH/r18fS07tUKZc1VFGWymJ48Sw7QiOE8Wy27CtKI4T9UTKnCi2HUlsjyXWR3GdKK6M4PAFmT2IGrY6XtglNQmXIRnCPp3FN57AKU8t4YlPdnLdpAFkBpIT8OJKETA0rKj3wvEfUjW2prqSxmAY4zDpd1sIlqTl0GjFyPB1bGtNSIWH9Y7zbGw8QGNjBU1NFWzZupp9e2PE40FgFiaQm16AoRuYCcPKcuJU1EWJqkaWbf6SsoxcIIfMcJiM1OS1cQ4iI+pJ4N9yxh85rd94ivft5PwFFxMTcSzbwnfI/Ys2eUJquVlnUFfxTw6vMS6U7CSzDeAmPErXzRrCCSO7r/CplCK9yQEEIs9PQY43EF5y4mCemrsV5XYdVQ+sXNVueDSfeQb+oiImff/7ndo0CYWKdDZSTZ/JqGMvYcfS1/ng0Tu59fWPSAYl9fbsh94QcYIs2Zu87an5Gczf0YyUCr27Ao3dwHI9s8PXh/PQVM98ip7gSAvTl9HtdqUUi9ct5pENj7BX2wvAXbm3AIJAMMiw/GG0NjURCBzgfvl7Nmb+iONSE1WnS5/DaspkQNE1MDXAkC2thFJ0Mo8dinQlylVIy4K1X5F7zdWeF1JKUNJTUJUK5Toez8WOIyMRSsMRjh6by3S/n7aYTbSkCRsoG5WG4dcRCAbWvceeQX4uuKFnBVcAX0YK5//9GuLRVoqnTKfqhA6P2IIlD+MIwXkFSfSMhPcr2N/gGRRD0jv/7g96ww7+DiJNcQJuZ1PSyM7GP2IEdU8/Tcrs2ejp3XPZ/ptwxPg4gt6haZ1z5b4hlCa7MOmF0DDNEGYfhaYOx10vTiAl2D0BsdW1AB+p3dS2SIbsoMlfL5zIlU8s4+znV/DV94/pFLs/iLhUBEyNeMwzPgIpHcbHQlvj3Rmn8tay7fjsOALByEgjmmaTiuDzxSdimwMRoQmAS02kgVsam9hXFublZV9ScSBKW+shEu0+i0GDw7hOJsXFdfzwJ9eRm5t8EG9ubKOqooavmhv4KAqBUO8DUcT1MpLCiWq2/Qs9ol+rHuXcF89kiDaQJWI1eTrcXRhBCFgZeYzMcIzmsjC/uv1bCNNA9/vw2w3siWzh9A+fJ9U/jfKd9cQdydjCVO45e2y35wCwcHFZe4hh2qzOmU91Vi21vnJeX9mMVIkXt4KWF54nZahATJxI/snjsAw/67Z8Sq5fkRXMQjMC+NIsoq5NQ81uDDOIYQYwzCBn3XgVu1d/iWvVseL9ecw8v6tejOf56PUWtsPspkJzbtAz4FYcaOLY/j0bg4cjftD4SPIcHg4ByD7YHrbjsKe8lqq6BixHousaAbeGtrZqlu9cjq7piLhFwOdD03R0TUMquHPFzSgkE6xhXFp4EetXdng2NrEd+JhZJ8BIbSUjm1biVBooJSgM2bhqJKcdNx2Og123f4rTTzLy7CGdT+yy5M+I60gOlDfTf1AGAMU7asmKuxwz0eNIrPqymJR1ZbQIxeiTZpCWqIG07ed/6f1mHAaR4KYp6XnrVr11Fbe3bSRVKo4acZ63TSmaWlrZs+ozwo0xdtXX8qnahz/VJCNogmvDwerQidpH8fpGYACWGcaNWJ2PaRgUPf4Y+668in3f+x4Dn3kGI/ObPSf/iThifBxB7xCep+LfhqbQ/s00vu5gSUVA796r0eYkjA/zm+mHHDcwi2vOHMnzn+5kyqPz+cMlEzl7WGeeRVRK/FKxab8nrGX4Oq4tbcIUcOGHRpxW5fCBrbMuu8PF+766mLPcefiaPkGhMYEqSIf1xWdQ5kQpLDQYMnMA2Tn9CAYyGDRoJpqm8fHHH1NcXEewhzTKtIwwaRlhFqxphqgkYPR+zyOu9yIMJ4w0n8/PvUW385vy31OhV1OBl4Ja7XozvBp9BK4OdbVNNO4Pe5k9URunOYodlJRnl1Da9BwNqWPwl3keh6MGZ/V4DnvLmtny8q72/8tY57o3Sws/YW/WFr7YdtiOM4GZOrAFKra0rx7sc7k53zOqxib0xNZuOr3Trs37Z2CmfBdDwqpPLFZ/Og+v5jrtolhKhti93GHfxlcRmosvZHHeT89m+fy7cGQNQjgIzQXhEjRuYE+NxfH3fI6BQsVrCPrA1KCcMODnOws3MTjVwkBhAGb7JxhCYKIwNYGJwBRgaoI9dghSgry2pJjUgI9QUCdsGgQNnYCh4TN0fD4Nv6HTJl32Rm3G1pdjChfLjVPX0kBF3S7qG/cQj5dgqv3k+suorhzGnj0dtW5OxjO+PnvlM7RYhHDJ1i7f08UcJJI7bE/7EoqGMiVaRKrrwxESC5um7VNIzYoTSh+Ms7eFdF8WtrTQMyay/dV5pGzwEdRTaNWTE5OTYeFDSxkZUXw+NMz8tvlcWzUVE51l+5qJV7QyvKSVrSk6M26Y2m54HIo17eFDBVJ56ewKT8hFJSr6KUWLJnFNRSHw7u5PuemVZSjbS2t+r6IF7c0babBvQCDJEG1MA9BgoxyKcBVWi82Iez8jhyZmptaQFjBZUZ8GZLLikyqav9hJk53jxQcPg3/YMAa+8AL7v/c9Km69jYHPPtPn+/OfiiPGxxH0CiHE4R72bwSlK7R/k0mfDLZrMyfVobbmM15ZdC5CmAl5aAMhDDRhUN8W4KwDw/hX81jS/H4MXcfQdXy6jqnrmIb36dN1fIbhvcR1nYBpcNbAAKFTh/Dy16Xc/o9V3J0V4Pjx+fzyxBHkp/qJuxbWx89y7J7FuLrGxrffQWoaStc53zDpP3o8N77wNAC31NVx3+KVxPUGloQGslTM4unjf0YoUfBrz56v2LvvOs488wxGjz6720yFhsZGAJZuKSHo9yXk1H34fQZBn4nfZxDy+zANnRrLATR8Ru8/76jjGR8ph5B5LzvlO1zoXE5tWRnXvHsZlVkxhjZmcocrWPf9ntOur5r/O/SKT1h0wjhOWbaACWNzyMkL8cDi3cwakMnJg7rWc3ntd6tJBaoDcO73xjFtYmdjz0jRKHKG8LdzHgNo502o1jaMSBt6agqOFcex49yz5U6a7AYmZPwe6cRoa2kgGtBRuld/xXXjSNeirqUNTXfJ7t+MHTdIz+/nVbd1E4tUtLbuIpzZgj+YSmN1nKbSISxddBZmWiPEMzHVNE9tTulcNuJjyurnYMeDtLY20hyrQ/dl42oG2dIi7jPIjTeh+8BGEBUCR2i4CFyh4QhwNR1H6biahouGqzTsROjvXj0KdrRrAaNDcZLnrn9r/ULupyNLyQRS3DCKfihjKI7TQjjV5pSLrsZvClxX0Wq1YPiaEUpRunYjVSVbGXzhmaQW5nj8IlfS1tJGUag/y599iqy4yaTmkeQZ+bRkNIEAzdJI2/dTtP0dXpoayslys/AfpslTcGrvdYoOIjMmAcG44jbGMYMv01eQEp/E0UsqsVCsH5rCGd+fjHFYaGr1lFvJq1lHdnYi30kIEMILTWkaIBBCoBJk1hWGTdSv0d9XTfOx/RmdHsaUDmMbSni9fw4tCmaLAEG/D6NmKxPqvN/CXlXQ6bi1pPNxSzokon2T4hp5rqDJ9bwZQ4s/oPGvXxGadToiPQf0EBX3/hIjOxuzXz/aVq5Eya4hzP82HDE+jqAP6NmXG69vZvdHK9E0Dc1noJsGut/E8HufbppLs1ZJfdV+DNOPoZv4fEE009/nmPqhaIvVcnaG9xaujRWjIREotIOLUExtymPT7nxcsRpLyR7f2UkhNa6vPg6BCc3A3mre+sirZvlT0mDAZMIzJ1ITqUH4VEJ3wSa6eRsTijtm8YXZ2Tx9/pkArDqwmnO3G8yt2M75AycD4DheBkdqakGPKZL7yg4AsPTTt3s99QUTJ0DmMCYu34apLDRcdCSa8D69RaEjiUd2YwDhw7wkPsNHwYBBVKfHSIkYNIpWHF1xzrvn8Nzpz5ETykl+cLwQXX7Ym/Zv2lrLli3V3L76FarjrXyQEsT1+Rl7352Mmj4e6UpSE1/Obb85ntQkktdSuORqBQzLH9Z5Q5LEn3770ok0R8mb2oMkJ1Bf9hoNpsWl93RT8RfAm9sCsOKjrawur8SMX8G4SWeQ339cJ/LooULvaz5ZyoLnn+LSG/7MgLHdE5f7gvu/mM+zTgp7Tz6KiOMSiVi0WS5tloPlSOK2i+VILEdS2xLnJWsrNWRgpz2KpplkhFMZnDeKvIyONM5PPjkPvy/O8ROHJT3m0rIWqoCZM86g/9CubYrf/gzDMsnwpeM/K48hJ3SErJyIRemCtcRKGsicPpgpM2ZRuXIbtYt2ERyRTWCdQPh0Mob1QUwroazsV7BucIisoMWa7c/wTN5KAE5rORYjcw6/vebSpLs3z5pK7aYh3Pz3OX0i+p41fz1jLI35p0/kcBWi21fs5sVIKzcdO45womaNkpKo7XBieQvDGqJM7J/OkmVfM3vtLcTO/hv3f76f4wtdfnzpJez+bCF5E0YhX/sztQsWcOCvwF87/5aDkycjIxEK7rvvv97wgCPGxxH0FT1wPtb980vWlGQk/uckllj79tGXQjSlhHVbutbiENLwFmUglJlYDDRhIvDh07KYctIz6IeUqg8mDJb+/a/h5JH3d+kTYPHiZ9i0qZS7b7+FUCg1kZfvtn/GHIeYk/i0HeKJdZbjsm3+GiortjLwOyNwpMKyJTWNUUSLTcCSxFc3MGXcIAbdeHZCCqkD79x+N+E1a5j1j8U4rkLTRPvSPztAYUY1b5W3HGJ8eO5n0+y5NkWgYBiR4k2cf9l3iNkWlu0StxzituOJudlOQtjK4eT4UoaqzYzLnY6maTgKHCVwFThK4kgXW0kcJSmO7GA3EE5ChNR0nVOM6RQ7pcQMi2aa2Ne8j5PePImcYA6DUgdx9birOXlgx+CjaxrgkmIa/GXtkxSV7gMFQTtOzPRTkTORodtXs/e2O2m88UZSJnbUqP/k02Iuu2R0l/NwlYsu+vaqcqWL3oeBxqvJ0Xd3nia852/8tOvIH9A9IXDvhl0sf/s5b59vSC5NBkdKdOFiaII0n0FaD9lCAJ9/9SrrxFn8pLkNE4c3BhR0MjwAlHIQWvccEnWwxk032jyarmOmBxj18NldthkhH0PO6kzMLJgxhoIZXopxxfplffKiRt57m/rlefj8e0lTgwmpWrS//wV9ys/53sIi3PgaKrJ3UXXqkG77yMoPUb+xkbr6GDnZPYvz2QlC6DZf8vBy1PZCNP5Dyi4ITSPk9zFzaHY74T6SqzNYq+JAVg5v3H9qe9sxl10AgHrw7wSGP4pdshMjL5fqf72D3Qy+NJvBr73a+435L8IR4+MIekcvL3OrLYaQDt/+xQTcmI0bs3BiNq5l48Zt2uIPoPL8QIDmrZWk1TYTnJmNwkZKC+laSGmhZBwpbWTCNR5zy2lKWUGsrpJwYcdL5qC3QNe653PE4zagCCTULTVN6+RZ6InmWrNsB1XonHfswC7bIpX1/Gt1A6mh5HyK4gP1DIsKSkuaCOUGEQKUVMTjdRxoWoQcmsPc9LN5Z+6j9NMFTbGFGAFYMm8Bmak7MHw+TNOH6fPhM32Yfh+Gz4fd2oQUOjPGDu7hzD28t2QHx8Z/z0nj7kXrYZAB+PH7T7Mb+Pkb55AqDAyhcdaw8zjpmNsAePQ7z7a3bYg2cPa7Z9Nit1AbraU2Wsua6jVsumZTexuPEKqzfcxYhifW7TnnfOLNrcx84B6m9Cvk7e/ewtjln7HzrXfYuTuj/bsoGpCcQOziYIi+idRJJbvV2+jUp63hxPtOdu6wvbvve/OC1Xz57NO48Qr84SIy+3Wf3dNXOMrz5vUVPxo8gsKKT3H8Q3m5dRQ7W2rpn5KHITTS/AnZfxEHujegZIJs2Z3xIaXb63P17yA2fx7x7aXYDYJYs+cxsuKDEURIVytp/PH9sLwVN77GO79YFn8/5+Zu++tXlEI9ULKvqVfjw9QEqZbiaDv5kDhvezUMDXPWSysxdQ1D1zA1kVA+Fvh0Hb8uKDxQyiSgbsNrrN25jvpICL+md3CJEIjUwYhJQwBB6y3jmRxbS2jvR6jmA4i0vldd/k/HEePjCHqHED16Pty4g0/GSBvc3Q+nw329c+s2ApU19D/6+F6VGMvXvcv2hnVovs5Ghut6xofWg8JpRUUbINi9ezGapuPz+SkqmoyeYKGX1zTSGonh9xuE/CahgJ+Q34emaVhxCy2JPDR4KowARjf1KXLa4sQMH0VD0ll47bEYCVXTa97/E2sbF0AzREOTqWUhqWoXRsDCsgJs3n0ApbrWFzkUPrtvwSNH2kgl+jRAnISPxUAQQVTabHfb2LTteZbu/wpd6GhCQ0+ooepoXBEcgB7UWBmvZk3cO9+35t9Nqi+N/LSBOK4Fh3gpts4+hYv/8HCnY1783GN8fuJOhm9Yyp60C0AL0OKH449OXt/HxcXQ+kZYdpVEE727rEtWdhc26hk92TXznn0cN95IZtE0vv/HB/+t/g+HIxWa6DvZ+9ihl3DsUNjbXM7La2r46d4Q7N0LwIfjfEzPG4sQMQQF3fYhXc/40LszPly3W8OkNwjVhoo4ND37JqA875NQ2DUO0bpBaFoOmh7DFyjFtUOkjLIw9tzOvvDVnHLNDGZf5fLMb9fQWrKe3z39Yo/vkJTEb7TN6irul7S9A90kLDFqeCbLXYu9FS3IhDS+kgolAeX9jYSRuNxpaozf/CT3xR9knepNtdTPHLOIgfplnLZiJceeen6fzvW/AUeMjyP4P4ZjuX1+Qaq4g4PniXAdmy+ffoLa0r2ce/NdpOV2DuLLRCaGbnY2MqT0QhWa3r3nY/9+Tz/jlVfmt6879dSlHHfcTdQ0tfLkX/+EnsTt7iqBBugqed+xsgoA6v/yJ0pfuwth6AjD8D5Ng/H7WyjPH8KS6zuXsg9pHS/AD4cMY+rIDwBY8MonbPng71z7m+/hTw1hxWPYcQsrHse24thxC9uOM/fTecSrKrq93k7X4NrIboynwzGlyWBTyX4iBKkIj2PTxON4teIr1kbKkXjKmhKFBFxo/1sCqSgimuBX+z5s15cYkjYFIXR49TW44nLCRx2V9LjxiVMp2T0evxYgb2YaF5zZNdzSfj24GH0Mu9TWN9EUD/CHP9yB0EDTFJpIfB4MgekClTEc0TgMKeU3kyPvwfhw4o0AFA4fzdK35nL0RSf3qe9YNEo8GvVCQQfLOCpP1XOz5qctEEYq1SePzkEMTivizwN302S38XmDYHGskHO3WDxZNZelFROZmN29MSd7Cbs4MZtoo83O4npq2uJUtcWpitlU2w7VjoOlFI+eOIq0JDLyAZYRc8cQ2WWg2rVCNZTSMf1l5N13CeIwonTLL3+GkeAkGabO9ff3rf5JfZOX8ZSV3rd0e02B280kKz83DNU2O+8+Nel28H4rllRE3B9gKcWWxxYyNC/Ml1dP977VRG0plciwqW6OctwfVzB18iQGGU0sWLWFCUfPITW1BwGj/yIcMT6OoHf04vmQjkTrY/xcxV3cxBv8iR9/j4hlgZQ8ddN1nHvj7Yw6pmPQlgkNCtGN56OnsMtdd/2CvXvXopSF6zq8+uoC2to8o6WspgldKHwDJzFsYD+PL2F7hfBs22HfukoyneQvAJGaATTjT5UgBDJuoyJxlCuJlsUJAw1tFkuXLODomdpTx0cAAPWoSURBVLN4Zv3n/HPTk0S1kvY+gv6O83biFkJBVkE+wZTueR9z5y1vl4DvDa50cPtofJj7dwAQIsrwttWIknwu/NH6Pu3rHcxB2m28/+Xt3F+3DNefjYjVkD+gP1WALzV5KGXolONZaJv47WYuvOI4jED3A4SrHIw+6pw7MgOBTVFRCq502zNXDi6uq5CuxDUkBtDc0EZG9v/Oy77/uJMo2zKfrQtfBmDQhJEUjTqcFdQZzQ0N/PGxP0I3XqpNJ3jaEv0WbECXLoaUGEpiKoWpFDN88MycY5Lue+kwrwLwlXaUp3bM5/cbM7j5cws4h4h9gG8f1n7zimVUle6jtb4eoFvDqTSo2FXk5+Z9+9vX6VKRIyEkFSUhjR+UNXH0qK6M4JB/KeHwCny3JRd2OxxSKlJFFL2PYoGHoqzGe0/kZfatyq9G90qyexojCKl4/tPd+Pwafp9OwGcQDOhkp/mZODgTTQgCuiCQ8HbazRZ1lsOWtTva+znUfqxq8d5H4ZRUTjnhaLZu38GiRYs466yzvvG1/ifiiPFxBL1CAY8OG4/10rsIIM/QuPv80zB1HU3Xcd1vYHxYkoNilbVFwztte/XzL7l/5rHtL712z8dhQmGu64U+evJ86LrBsGEdOgaaNg/b9g68u9IreJKeU8Blp3TVZv3dziU4DVaX9QAiMZsbdO+PyD2xM+HO2bWGX9/6L7ZkD2b1h81kff0AVsFHCM1BODmMD09jU/xzgr5DjQ8vlOLrpQJtTUkxhfE6Hvz2FUhhIDUdpRsozSBuBFmSMpW2cC6arpHrCxA2r+bFnU9iCMHIfSWcVLWRrFTXE1EyDIRuIHSdflo1GOCioSNB7WfN298GzUToPk8sSTMQhh+lmdRaTRSkDUQ3gmhmENMMoZtBmpq9gWhXJIquNCqaG9EBw5/8uur3NwB5nPvDkT0aHgDNZj2OSP59HA7dSCOo2VxxRXIi8kHMe2cV279oQe9jtpVKGH49ZU1cdv+twK2s+3wpXz37EE4f3P3NjfWg6QzOzqCof39Ewvdx8HN8YzE703JRoRRiUhJ1XWKuJOpK1jiwIt67NyRsBtlZNgjfxr3t6zZVZrCxuIKJQzvqicx9+m/I5sb2/3d3rdJQFPl8PN2vkMFpAQrSg2QFTTQh2FRSx6l7S5Hd3SclUd+gem5jUyNZQGPxaravnAtC4PjSEcqh0ZGUBgd56crKI422V6xWsL20gdFAepIMqmTQgZhQNMdtQobeHjIFSKuzMYLQ+v7+pPu23TyBY0Z35vgoCU0Rybnv7uvxuGZtFcHgUcycOZNFixYxffr0boUE/5twxPg4gl7x1JAxvDl8fOd1yw+x5r91FLN3NPGdPvSVWtVz/YKWlhbSE/LCzXGb5RVHUbvic1IDPtKCAVICAdzIJvR4KnZDK1HfATTTQBgmmu5DM31oSaqfBlSc1asE61bdg4Pnwn12eSl/WNPElLG5vHNZBy9FOhK6yVRwElLdeqirl8IYMY0HP5hGQ1UZRz35Pna/90AJrh/1ED89+lxeXvA2m/Z9TsDXMdg6CR5HsnM+FEV+B+KKzEnH4loW0rFxHRtp20TqGjlgZFGoK5ShgxZCqigxJ4ArYciybYSaDyD7CXClt0gFrsKcYkEGVJomhpKk124ju2arJ4SlEkuPZ+bh67RUyM7E37YEyz+KSzfu520g6xd3sP7eO0CA6XjVdNE0Nh3/JwA+eno3vqe3IARowiuX48kxCO9vTWBPjbPQ+pxrnpvPwRq1B78dQaJt4n/7pUO/XuPsIBMVVj97cSW+gIFu6Bg+nSFjCxg1uau3oq3R88K5Tu/hxYNOQtGHujAyoWA6asxYjjnltF7bH4pvz13Chj7QGT7YXsmnC/aigjrnzBzAFwv2sC8W5Lyn1pGpr6BfimBEbog8W5GS34/Rx55ApLmZjOzkvBghJenhAOeM6nqfZcJIM7q5doGL+gYFaFwliCuDk2Nfwidfdtl+k3UD78vjk+wJ4yyd0fjwdcPPOhx+CUtSFSOXbiEcl2w4aQIpibTaCeEgq902rv3LibTGHNpiDm1xhw3b6qh7e297xd5D8fDiJ2jwpzL5rpvb1x3aqrW6ig93bGd80CuGeNxxx7Fp0ybefvttfvCDH2Ca/7vCjP+34YjxcQS9IjZjJuH6VnYeP56Y7fDx4hVEHQcnMct4QmRSn9O91Hl3eOCBB1BK0dDQQGlpKUOGDCEtLa19+/zSPP659TuwWQHxxNLERXlxfl7tSSfXsbtLv6GrQ2SNm9Zp3YXiU2rMIhh6Ktr2D1kSnMCYiSNYsb2GtRurGLtvHoYhMHSN71e7ncqwHwo36rlyjVD315uZ35/nz5T8eBt8cuq/GFjknUvM8QawQ8MurmUBeq86BOkBjagd4sbbb+yy7c1Pl/Duwkb+9e2JjB7aVT/hs7dfpXLyLM567s+d1tft38WuM85jxyXT+NY9LyU9rlLKC+M4MV7d+iJPrfsrv5l5P2MzhiVq77ThOjGmxpq5222m3ghSJ3JRmmLBrd9naGsVOBbu0tUM2NFAeOoUlGWTFy+h1jeAfuEGr7bHQQKfK5HKI/Ip6cXRT222qPQZ9E9JRyU4EQlmBEod8jeKwa2KMU7vZNLCwVnsMOqp3CpA2d73rTSKV29Jany0JowP2Sfj46CXpNemHW3/DV0HhWqXpO8Jn2z0NGJE3OU7k/szx9dKcW2UqlaHhoigpD7OZ3uiXBdtoj41j9MuPzwg0xlCuu0y5Ifj4O3Ru70cBX3MXALIzcqg5vo1tDXVgXIwovUo3QdCZ8C753PC9GzOmjITQ9O8ItvCK/BnCMHH8/biLqnrs3frb5MGs3x/I5+0trI0AM1Ru934kAmTyW/q+E2d7FRvAnGgLkodsP4fq5FpH1CQuRpL82PpfibVHiBamMPUU5NXvqrbsZOlu9aiJ9J3TdPkW9/6Fs888wxvvfUWl1xyCUYfhAL/U/Hfe2VH8L8GFQgwNEWimyZh0+TS02Z32v7axxvQ9b4RTpsz/JiNcfa8v4dh5w9DCEFWVhZZWV0luDV3CAEO8PXdx9AcbaM50kZLLMq2lQZUQ/SECGnZvvYKu05LBLEoh8iLEZrFF+xuWk1j7GPOG76NEdIle+xwMs7/OV//+RNmGzu59aIpPL2hlFfXlSc0MhSWKz35ZWD+tmpOGtM5bu1EPM+NHuqZJxCzWgFIC3VcV9z2QgehQzkflo3oA59Bum63A1Qs7vUbDCYPQwVjbbSlpnVZ/9qvr+JoE078yf90e1whBLpuousmtuGjWdfJzB1Nft7kLm0ndFkxp/3PRVeeiSEbGPySZ+R0r87QFRfc/QviGbMIX/9ur21ffuTnCa2RnjF++nDGT+8I+0kpeeHhubTVJG+fNyiV0q31+LpJse6EDtdHr03b01r/jYJwUvWtiO2Tl07hnQkF/Pz5tby+7QB/nNN1MJRS8tgV/yS1ehcPXnM1aeOP5pbbf5K0PyElohtPnZMgq5rdWR/KxQtw9B25/QaT229w5+M4NrwLRRkpHD04ubG5SNdxdYg3taH7DK+on+a51pRUbPjn5+gBP4XjAvg+uZ5BOAxEcL4maAroWKsEJcKTL7xaweTwSDjtjU7HmD4ym20n5aPNr6QtPojWQtDcOD43ji9tPxyopfyyWeTd+1vMCZ6HZsErr7B2+3YybRv8/k6GXGFhIZdeeilvvPEGr7zyCldcccV/rQfkiPFxBL1C4bnEu4NE9UnYCSA4NANzbRUsq6B5Ug5pg7vXG7AcSUAI8tKzyEvvGMTNimLYXk76xGPI6995UC0Pf4LbFMVYlkeqXsCGtkze3jmOOSdopE2/FU0IjJwRZB/wSoJfO2kA104a0KmP0ooWPvjVKmoaYhyOWPk2YCRzFy0kvH0LQVMn6DMI+gxCPoOg34c0Td6s3otj5LOxrZ5sV0eXBvtr6xCOn45C6eDYlpcd0gt6yspoNz5CyYl1umNjHmaYtNTu4+iVLcydLJhc/xlGo4kuDHTNID2QS0HaUFqtZoZlT2nfJ54gAAeMb1YvByBn7V4AvrzxUgZ851oMf5BBY2Zi9IVIKFSf6xpK5c1+vym0g8UTXY3ihWVohobu09BNDc2nE23wrr25KoLPr6PpAk3XvE9NIISb+L/R7onpy2kcDLt8o4ybg/tCnzVA3t7m1Sg5ZUjygVrTNE659X7Wrt1C89oVtK1fCHRnfLjdnq+jeg67oFy+UbW+JNixcylDXvXqteg91G5K37aNqJ3N03euSBxbokkHTdoozcBNSL6P2fQJc9LLqMi6AmX4sFGUmZJAuolAIaQkq2IDZ9Qs6XKM1KDJt/M38hL55BakMe3KJ9u3NdT+nLaly2jbXkP1L2+h6J1VACzYuRM0jZCUFMVi9JvQ2WwfOXIkV111FS+++CJLlixh9uzZ/ye36/9aHDE+jqBXuKpn966ruqVIdMGQS0dSOSQN5+1dlL21m7G3Teu2reVKfEmOa1vebDEQ7Pr4Fs32mOLbVn+I5tcZWwRby9N55yvJReMaCRbhZan0MOBXuY0AFC9dzTMlazAMHd3QMEydqp1pGMBtW4pwOp1ah7KrPTYDd8CPIRMu3QWBzw+KcI0GHmTEfZ+QOuYX3qpBECjQeOOf09CVhqE0DHR0NDQM6p0ssqrPpiU3C3/KJtY8czG6MDA1A0MzMDWTvfUWRvowgv7OnAEpJYuefYuwY+H6Os+eDjx7Hz4bPpmu8fKKv3Z7LwaEsvjkkoXAIcZHD0Tf7iCffYS6O+6laO4m5NybsIAvLj2as371rz720EdiqOrboJ90XysOViqfvrqz2zbite00awKlOlKOpYKA1kyO77foYjsj8PHF8PM567kVxOQ69ITsvydxr9ABXXgpwMp1kPoYPvuimtCi99GFQBde2EIXAkODet3APyBEeoaBIUBHYAjYHHNpCadw8bpdZFubOcG3C59w0VA40kmo2TpIaTHCqiBzSBaDU0/s9tomzZjBpBkzePR/GmjdvrrbdpqUCKObsEuC+1DZEie3OUYwYBA09fbJiVAuqo9p08mwbumLDFxwHz7lsHzWb5gwrXsZ/UxrO4V79lJ48cVI1zs3KQWuqyGlJJTm0n9iIfpHCwAouOxOtHzPJzf4sL7Knn0Ao6lriBfAjnqTlFBuZ++t/N6PsM6ZjfmPP9L8WSX7rruTWNY4Ml1BY1iRMmwmAsE77y5CBG0Mv2gPvwohkFKyYMECjj76aAKBb/6b+78dR4yPI+gVshfjwoU+ez4ACqYXsOOd3e0zxO5guxJfkn6duGd8BAPduyOFFBjhIKfc+hz+P/6cddvqObBhKfkzz0FIN6nxccPSJylr3sO+A3O5KPRzUvZm0lJioEkdXXk/FYMColotq35xJq5jE43HicYtIrE4UcumPmpx8wELLWpz/5AojXqI3x9yDN0QXDsunVcOSd7o15zPqPxB2NL2FuWwW9VQbdQAdfjrW2jIKkH3N2PacRwkLhIpJA6SSFgSTF+H5Hag456Ubism7w+/9M57cIeAV7R8JeLV5cjJkucufwVNCBwZx5EOJfWb+bT4PVzl8nXdASqjDe37WYnso3/H8zHu2HNx5p/O7jXzsGMRWu64HxnpW2VTTwa9b8+XJ5v+jU8PgGBmIzFRzmWXXYZrSVzbRdqy/e9Yi4Xp15GOQjkSXIVwJZqjUJsFEf9M9qZOYEr9q/zCfJWjtW3M73cLtqtw2heJLb1PRyqijqTBtjF8fkxd4ipwpcJyPaPeVbAvruEEFHlhiYtACnARRANBbKGxvLEFlyGManuZQexDIdDQ8AkdHwIlTGbl7UfmCoakPdb7PXSdHg0EIWW3AnYB0zMSr6yqhKrK9vW6VAQkvOt3MQ3BmG/43RxEtHgR2VYDy0/4LUfPuaHHtrqMYbr7mfyjnlNXo1unQukW6MGLUnGglQxN8L13N2Ao71dmItCkJNqczzTg6zUWwy9pwB/MxH4gnWwgG5ApsHnYUazTT4cmUH4LTVZTUuaR9pVSKOGCLts5QIdi48aNzJgxo8v6/3QcMT6OoFe49CxwJFHo34DBDp6YUo+xHDzjw0jSxI15FH/d7H42rCkNpYOZlsNJ9z7LuqsuaNcK0KTD8OYdLH39ZyjdD4aflen9WLT/CQCUEWbneZW8eMK3293LjusQi7ayd8aJCOWQmd61mJWUikGfrcXO8NM/qrhqzAkopTjnzihPrNnPa1/uwXUVd19xAnezifvnPcu7ZY9x/km38f1pnb0W13/wB6rqXyRfn8abt17Lma99TZo5lc+u/UeX49499xk+qnicVz8pwRCaR5zVNJqLd3ES0PrbPzP9wg5xpIbHf4kT1TFnRFm+4UOuPLkjLXV0/nHkpwzku1/dDghundBxnQeNj5DRd1nyQ2GYPkYf7RXZW6L9Esw+vn4Efc6QaIpJgrFKyuY+gdDNQxbDSxnWTYThrdMS29AMNMPEtKoxDB9ZY7pW3u0NZXctwhxxLFMu/Rabll3AhM8vY46+nnBoJTOveegb93coRvzPF4xODfLZWcmJixtrd3LapgiTR97Fyf2Ti7q98+U9BJ132PjGbyDeglm/g7g/h/CEc8gZMoGC/sPREjwNKSWqh9CIkC56N5yP6cNz+ABoiNpEbZeY5RJ1JHEhiWkKQ0gaUvom+nU4Nm38jGN3v05xeHCvhgdAwWcfciAjhS9uvwknFufEu+4lXNRVRVeZidBvD9yr5nQDpxF2BDyPly0UjoCYpohl92Pkpgaqw5Vc/upsTmq1+I6mkdEu1gZiogH1gJDc+Oj32kmmAH/96WfkjvRx2c/mdDnu008/TUlJyRHj4wj+30RFzKY81r3OgksPMd5uIBS9xmosR2Im6TdvTx2gseOXnyA16XnkdUATiJDOqJtOR0itndfmxD3yp55IcdWHnEBx9XqK9i+gX9s+PkoJszO1EALw+CkvcnLR5C7HNHSDlJQM3ji1P43aPka9uoHiqlYuP34w04/yMkzijsT2a4yzNP4yw6tNIYRgUGaI44dm8yp7kFl+tta1MjY7hWmF43i3DDIDHm+lrb6ENxfdT1W8gRWR/ZhKZ97VzybusYOpJ/f0rN5TjQoIHl65t9P6U/at4iQg5e6fUT/0PbImjUIpRcvCPaT0s6nrD/nieV74tBLDl8+ls+9FE4JPd72EQhAUikc3vcbft7zBiXkj2NTg6RX8O56Pw6E7CvrI5NcNF7+9rU9tz2Yew9gPSz7+xud0MVCsTQRu+kb7tWuAJJ7VCcecwW7/Bwz/4DxmlvyNtY/tYtDlj5Jd2LVWUJ/6V/QY9vTq6YDogeBa1LYZyxdl7M4niIkAuTRAK7DgHdrmZfJC/cNU6znIND9uZSshK8IXT73BnO9eiHFYyE6GUtlQUcUbq9dz6VGTO23TNI0ZI5OUG05g91qF6KvReRhqVr0IQMWoC+lLreBto4dTJ+OIvbuQmsaguZ8z7ruH16sFmSCYt617DFKzwQgizBAYQTTNhxA6o1O2EayLs+S0ie0iYgB3rnmT55tHcPI9g8lojPHLRa/yz3SDf6Z7Rs4Ptpg4+wpZeeb5zPz0j5ihM3jypxrDp+dy0tVj8PmMHkOFgUAAx+mbPPx/Go4YH0fQKyp3bmd62R5+umoBwjDQ9IQugmFgGgZj6ywyG/L4aJ/C8GmYfj2xGOg+gfRFSc3yYfpM9AR/ok1FUdIgUteKLxRAMzW0w1LibKmShl02mKUc62Rjp9meX1oClsJwTNIiaTTvO4CO3l5ixI0mMlQSxseMWd+FWd8F4KvVz3L/lscAC93MYXZhl5yNTnhr4AhEehMfbCgD4O231vNkdRtTpvaDFAM0wbHZKYw9LPX45AFZOKPTcQelMGfjbsJxSUxUkwXcv/o67lttIOh4yQyzLSYfYvBJ5XSSGG+sLWPLF28gDINx1aup6i+4dlQ/brhoDJYtsW1J6+5BcN3rAOy98wEyPnyRqoXzkc06mZMbWd5yOllZSynyfw7AwoUvABCwJqGjyPL5OGvAMZQ072dh9S6ydIcLM1zMPtZZ6Qm6q9C+CYtf9K3tUF8DbmAgse98gnJspGujHAvpOijXRjo2SLv9b5VYr1ybvC9vo8D8N2bliRnuofbB8KknskO9h/nRjUxt+oIl7z7McTf8/Rt3/dX+epxWu8eok0yEL7UeeDE5KVBpG6Q+WEkqXvZUvK2ZhroqDiyaS9vSPIJBl6aYS1j2Q8o9bJr3AgMnjGb0MRMBL8Nk9dcLsQsGMTDayqaPP+hifPQGTbndqrn2hpCMszJ7Bsef90Cf2pcfNZNIaQm33fhznrn35+3rpZQs+XwZdQ0lNBhzmSo3MUFA6sK/ddtXf6DNbxI6bDLUGG9O/OUycviZvDr8TD74/FPuqbwDgGfG2TBuP4UNHlnVjnyG7h/L7lU1rN5Uy6xTBoCE0tLSLseUUlJWVsbRRx/dZdt/A44YH0fQK66UrdS0NKANGY7jODiOg4zHkG0OluswuLmRYKvNvsrkmQuuFqM+b2XnlUGgUZB9XxOaTIRD8CIx3qcgB5csNP7nZ195rnfNE56STWVUtb3LHX94u1OX+z5ZCV/H2f/qSjJkFiTCMm7c0+bYt24lVuTXjL/6nva0VVd6L483T3ickYNO6jXr4IqBqSxs8PPRL05h8bJSrp+/gx99vQu+3oUMGTArn9eamrmyrJGi7DBpQW/QDJo6OYPSqEKiuYoCV9BsFxJJOY1UWYkb2YhjFPCTnGP4/gm3Evpd51myxMHUO+7v0sfvZchbHov/euDyEBy9dkqnfSgcj9y8mS2TjyK4dz07Eqx6I+QQLohzyb4P+CRwM8effxOLN3+IbUdJif+eicZmHs43UdjQspjh6Jya7QPhojQ49blTMYSBITxq7MG/DZEgwQoTQ0gC/koy09Lx6Sam5sOn+/BpfkzdzxRXIfqovxARJi1pIQK7XkNoupcdJHSEMLzPg+s0Az8Omq4TzhnQe8eHwVr8HHofjZxOOCgwddjANGraSTBtM3t/NY68xnXfvF/glrc2ADAsp3vpfceNAYKqps1s15sTOhoCqWyUcpDSpsVtQKmO89N0nWBaJsG0TER5NSx1uOr7/ckaOwaYzarPJ/LpV+/z1sevIT59AwFYQvem6JqGmZJKNKF5802gKRf1bxofphNF93d/H5JBAGiCmOaj7EAj+vIN7NlbxU/W20AmcCkDUo/l2+Pe5OqT/oTABjuCjLeCE0XioKTDqtLPsK1VnHHYZGhk1ig4AJoboy1ej6kHOOfUU3n52WlsNdcglMdsi+gbgSIOHXIzYopNH+1Hw0d6Wio15WVkFRSi6zrxeJzt27cTi8UYPHjwv3W//m/HEePjCHpFnqGTMmQI11yTXHzo1798mH4jMrn6ei9m6dou8ahDrM3hw2eX0VQuuOS8b2PZFtKRuI7EbYlhR9vYNE9ROMRgcFEuri297bbCdSTlVU1UWQ7Dc8K4jvTqdLiSQJMk2aObMiyfigWr8Tf7iIsoKcM8iWJfahZpPodNe1rZtGcFw88sJZjnCUltbS0H4JKvb+a27Jlcc87TPd6LtuY6goZFvHEXp5w+nqWT8tm2o44d+xp5r6aBSV82kxKTfPXmWgBqCn0oUwNTwxhmkJ9qsuHUyYf06MXoF27+mstq0oixm0Vv/I3TgQUpZzM70UphY2odxodsa6Um22TUq29Qf9qFpHczDmiGzpiVy1l+wnFkt7YhBQw+uY6G1FGkte4iWwRIC2Vx1oxrAHj0T+vIynUZ0i+7ffBS0kEph4q6MpqbUuifFkpkU3QscRnHxcVxHFxcJK0Itw0ZMXCUSixeKqZE8JILptbS470+iA2TU4ikVkLpPb22nRaw0YxWuqqa9AHSAl/3g5td10Tl/3yCkiLhJj9odGgIsx9ua3ICbWXKODJjZd/4dJ5ct5/WVosBwzP4yxnjum23v34dMJWmyhcor9yTvJEBNW5yY+9Aqedxs6yOgVUFUpHBMGHdJDVketk9UqHrGuddchnPrt+C3LQegKWfzaVu+07cxkZkUyNaOIXzfnVfJ0PesWKUbJ/HsLb9NFrN/Duw7Bj2N8i0OkjdjGk+nh1wDf9sMuC9ju/hpdPzqfNX8OdFfn67+haGjqjh1Emzk/ZV1VZOSv3aLuuF0wikULrlaprouK4fDu2cBZh3r4NRv4eKgqPZnumtqwkcIDfmVQJv3bWJF37+LNIwMY46gaYmrwTEgAEDGDDgmxvS/wk4Ynwcwf8xlHLxHeJC102dkKkTSvNjBDwe17ipw7vsV1ZcxaZ5WyialsXUU7ry32d1c7zXH1xNxc6uj272qEFkP9JVndJMy+a6Fz9j6SM/YtmaMjiEMPmDY+4hA8EfSj+lpKXnGgwATaIELVjH6t3nk7HlRMYc9QCzTxzMbOBb2+t47fEN+LJMDoR1zJBJyK8hbQmWwh9XpHdT/ffgi/LMISOx5v8WNJjd+jEb5r/BuOMvQCqbrF3r+Py3P0GLxun/5RYasv3kDxzNgdO/jVjwYfJ+leJPz7wIw7wS6gWBZsaFK8hq2+FNCw/jkTTUF6HnHsXs2V0zBF588UXqDuzhuesf6PU+LV7yP8Ri/2LOSZu6eJNsJ86uhycxPKv7l6pybFpeegxr5xbiU3Syqwcz7JhbQLoo5SQ+JSjv/0q5oFzEuruQKV0F6/oEaYOW3HtnVdZS/ad5CF9/sCsQeiIDR4JyXeyKtbgF3oBRU7GXPe/+BlAozaSwdSsRI7NPp1DeGuPdnVXUxRz+9cF2AAZm9Tzb3297ehWbxVQmD7o6IeSlEMJAaCZCGDy37BFq4nEuT9qDABSu3RH2y8j2SJgtrs0tt9zd5Tt0Vm1A6gYxyyLz5p+RCdRlZpPdUAfAktH1iJQ0hBFAQ5G3831GNHspzJP3vEvj17mgB6hw/cQDo9B0E13X0TQdXTPQde/T0HRsV7Btfz0DrUa2G5k8uaUcVyoMAX5NENB0/CiyIrUUZqUSCoUIBQMo6SkVxw0frmZwzQCHOaP7Y6BITwsyfrpn0J0zUzLy3g9ZXXKAUyclv8e7IjGmJMnOyw94YoMq8xws3cBNeJqktJHKIVy6HiO9jOrf2DhfzGLge8sxI8t55eSpDIwfzdIBHzDHyiRg76Fxjx/NsRkzejR5+fkUFRWRm5v7b2nA/CfgiPFxBL1CKdWt/LdSCqnZ+LspINba1IYjk+8bi3q6Ef7gN3N1u47TJ1XQw2En6qi4kUbI8rwiKcEMrpnzCO898ymyh9Tdg3DyNPwRkyHmTex1H2fZppMACEZGEm8sAK7mlHP7M+SYrhqer366jkwn+b3Y3dICpNEvq5D6777G2pe+y1S5mUkLr4OF13HnqiKm7akDitv3sRISzzhOF1f2ztJithXvoXhNLYGdQykuyGZ2hktWvI3ySCo7smYS7DeWUSde0Wk/gTe7TQbXdXuVge9o66CUSP7idKIIJdD2lhL76jWUYxPfuRuQhOaci6ytoPKB+4lW2Gg+hZoGZotL6qBzej1u62cPYn8D+e5DIVQcqSXnfDR/ugZUP1SsioK7TsEs6MiIcZvq2TnzOPRjLgZg78pPOLrmzU77bzC6Zlkkww/e3sD2bbXt/7//ikl8b2JXyfxDMTxrHNRL3uByhtoRbh51bJc2Hy75B3WqLun+BUNSYWEz7z1TzdSVbzBs5mAyNZNcYwA1TilLvlzDrNOmd9rHdbzf0q6VqzGA2jvvZtb3vkPJ739O7JlPGbb/M0xs/DKOAiQa29PHMLrJIw5nfPWU99mnu0I7wXRp+hQeqO4qQzt5ywpOXdTZAA8CVr9B7cWgRw3O4cSTu+oK6bpGQbiBDzfr/OS0ZtJCXf1mzdW1hMwIi449HlfTkEKjsKaKnLxCePCPzBlzOxmBrvttb36Icp7BKBPkfbQGgJxmmNDwAyKhMubkOwwZ+DXKiLN+zxgu/sWvGDxpah/vyn82jhgfR/B/hOZGL5OkO1sgXusDzeLeB+9FCYUUXnaKEoq05iLSGYc/+M3KZdfsW4NrtfD2bx7H19ZAWqqGYZropg/dZ6L7/ChhIDP7owdD6KaJYZrU1nsEzoWP3s7pNz4Mponw+ahtLmG3AYOUgytd9B5i0lEnRtAIMHTW9RTWn0/xmr/guG0oPU784D1IawTAdhw0TbT3VxUQVAHHfLiOyzLTufn4Ds7+b1szwYBAIJ1hQ3NR9y6iob6alidOZaC7n5GVksoxmUx89i2qt63Ham5k6nTPN6Qcu/0L2FdRwdsvfo2/JA/QUXoqi4a8yZgB5Zx75Zese/03FG1bS/rPXiQl1DVlVkN1K08uZXKvTTL0ZKK4ditCl7S9s46Sdw7jQvz1LQB8GYJBf7iD0NnfpfrzYQQze6/XAqC57jdM+j4EygY9+bOoEhVqix65AM132MOeMGpJyGQXjJxK2eZB+GUEU8YJqzb89K0qb3PEIpgT4K2rp5PmNxiQ4X1HSili8TgYBpqm4T/kOzqnaDy3tC7msco0yqPJCzdaysbshpBacNRk5pS8y1cLs1m7KYe1m7zftBRFkF+KW1sCdDY+srZtQTXUYVzrZY+ER44CIEM6VKLo94sdHI5MwHooi9axs0k/819sqNrA1dskD/a3OTZvJK70+GSudHGlg23btEbaqGyJ8cSHuzluan9mTZ/OO74Auq5hSUVcSmKuZMmKr4nrfsb+7A6sWJR4LI4dj3HM8BHtz21PcgHpQdhak0V1U11S4+OqADQ6ipY5p6AME+Ha8ObrDKw+wBPDtaSGB4Bt1YEPhru/4OvxXzBw334yG5sZ6tNYkVbMaVVnkb37ZgCar8pg8KSeCe//TThifBxBr+jJ89HW4pENsrOSl4COByIo06JgUgGu63ECHNfBdV2s/S40wqDRhd/ofJy4xxXYt2UlSBvDaUUKgdQEqg8zc1+kFOOFDs2EpSlhyM1mXvwAk1+c7BHzlI7AQBz8xEATBkKvYmLQ5ZXPLufik59nc26IT0oW4dcNcqrHUAR89Hw5GUeV0/yVN3CMyConEArzYPoGyjIcWrUQWyNB3ltQwIstNiWphbQZXnpi/ZZF6KaJbvjRDJPcy98iXtdAxpcPM3hMfzLTC8k+tvNMWNkOaDrvz5vHnnejSBHEf1I9px57HK67h38tXMzNozypbMexaFRhMpIYHo7jIgQY3RQNSyaA1B0UNlIm70c6zQw/t5qWMZcSGHI+6Dq+wUPB8NH66l/RcvJJufgGRDBxjkL0SYIeINQaIdS6tc/neSiasVikFK99tB4DgS4EpvDk2kVaNkMGKm43u56HShgfIpE6PGDs0TB2Y/v2Jb+7kNRYJU9/vhq/oeNLLH6fgc8w8Js6AZ+BzzRoaLWImYJBWSFSDklJvW/RSp52Pa+MpiR3pBn8dOp4DE1D0zRuGD6Dxyq3Y3ZjONrSxewmFVczDMZccQkjL4rTUlpKpLIau60NW9q8tAKaGzYCnXVtslpbaHRd6n/7O4KmwcD0EBWLv8ZasQ4EVO1YhT8lA0PT8cUsRKwVXIXPclECdH86MpBLnS/OgzWN/C61muPyx5J+CKH0vR//jFHz55IO/EFoaO95SrGO0LB1E3QTYfgofOT37BSCiDC44OiuWii7SjxeV0+vhoHpEfY3RhlemLzqUBhFI3DGvXehBQLYdhO73/QyyUY//SC7cwoQQkMIgZGVz8ArPH6SQuGPDqToe99n1o4R7dKpE4AUawJavON3ODk1uWfqvxVHjI8j+LcQa22lfvduSsu9WVKk3iLa2Ibw6RzYVUpmYT5p2SkowD8QfnrBT7v08eQ9X+ACodA304249fWPAFhw32vsrgjwgyfPRtk2ynGQ8ThOPM7W875F48gTGHHfT3BsG9e2cSybxuJSBm4upmZQJulDwijHZo4dQakapL+QP68qRg9ojBueRtyxsKSD5VpYro3tWqQbazguZR/5vlVU1FfxSclnrG1uZEw4BdvXQBGgNYdo/qrjfDc3hhhYV871zuNw6PtlG5ynBLPGP4uRls6Yyk08PXc3ype4HwoGu7mc4kwkdPytWBKqf/cOBXd/q9P9qNnfwsCWA4T+5zWs6afwg7tOJTfT4z18vNCrNeFL8FzMitX46KwbsHzzbt7/ZC5CN/DRfZ2RiooKlFK8/uSnpITT2iXnD34avo6/myoPYJg5VOzdjGGYGD4Tw/Sh+3zYrfsIBST+EYMJHtuZW5J+8++7HNdTLf1mce+m+/qjvMocXiExT6mMuC+LgruXI4yuHo64blPv86F0jZhSOChsPKJsZabJ51mKO5KMYO3GRzfhKunEiTsOv5lf1adzdwaEmTlvJavmHEXI58N2XV6wdEIyzg9TTd5rjPBwSwq/W7CBgniEZs0gxbUhmNKt0rCjXIxe7qHu95MxfDgZwz1+lh1tgRVr2FSjOO/w/mprqBs8mJULv+KMzz7n0ECIGXbJf/WUbo8TKW8hS0mGpRUxTl/AFncg398DwT0b2XjseFL9Ho8iWFZKNBii5me3cKC0lgx0z8CzHbDiEIsx8uOX4Sc/oPnok7v12Kl2HZTurY9VZRlMKOieAK0c2yvI6/OeG9NMJ+vvv6D+hoeQ723BchMGr1QIKWg78WLC/UYjsYgH9xOpq+zS5xDpTThS9Tew3Lf4/L1zuPKoqQSTFIH8b8QR4+MIesXhno/iTz/jrYULiQQ64uNbFu5n4zu/OWxPDR0NKy15DHNw9jJO1P9J7JciUf3CWxBeJQwwcOVIDshbUZpACZCaAF2gNEEwkkuhP4YwTUSC8KqTkD6WivSsNAaO60xArc7qj7UlDXfYEHwneHF4P3CwQsTf533GsakZ/Oac7nPrv1r/NvHaO2ixKom6NjMycnnm/A5r472589izuZJN9mLW5C8mZAney7wJNnft62n3LMrX+DGo5YL98xiWNgkruxAQZKkUBsvOHiU32lVwqPnKGTiPfo0RXcnNv/orAX/H91LZ4ukHjBlxNnv3bcC0W0AqijfswPSb+AIBPnvrJfyAjUHEzGDy6MFJvV2maeK6LntK9pDWNMYrQ98trgKg5PPqJNv8aLxJysu1XDG5DSPUM6HSNmGPXNml3kYyrByYRU4sjmkdBUp2WrKa1pHl7uHAryeDEUAJHSV073kTOv2tKgZlhHn9zIldr+bp11ifnc/nt/0aGQyBz1NN1Qwdo62RQmgPuxyOfkFFumrlo3NT0DMGoMwgcdshZjlYtoPluMRtl7jtsCVq85SCOr/B8EWbucBtZZcLlj+VG8Iadx0zlTuV4vUtO/if0joOBLx714b3nW9dsok7P/6c3KG53Hbpbe3n4CiF0Z1XpGw3n21dTWp+LrMnncziFx9iwZ62xLdr4hNul31mX3ABXyxZTFVqCvpNP8UIhvClp7N4xSLieiOZZ56BFW3l6wVfk67nMOf0c0EXNLyzAbF/HGW/WIhQBk+ObWDQVWcx8OvNFIo6wmaHJ0C4DiWzZnPx95Jn2QEsrC4lb9XXZNZX0JSRvLBiVatnHN67oJq1u9/lxAmDOPPEzu+k7FArYb937IqK9ezZ8z6gIwQIYWHJ7ShN61RZOn/O1eRvv7pTP+XvPk7z3f9oT7uOywOJLQ5aiolMnMsZJ4apDWi8v/YrhomPicUFSu1k3ntXMHjKcMIpIxk86Mff2Oj+T8IR4+MIvhF2zZ3LK8uWEkRx0Zix2OU1HJi7mP6nzWLeIbP60cddhNQ1ti1+mzpje9K+sgp2IJqj1Pa/ASVdSCze3w5ZTWtJUatwQmZiRiHRJAhLIpQizzDITlJcDgCVvPiVTNSFEb7kA0VUqfb6FN2hPFLPH8qDyHIv3n1Sbmc57gtOPRl1suSy//ktIJjcmkX6ty7nXwuhQbO5ZOAyBrS8xyJ3PA85V7Xvd97AH3sDetd3fTviWzZTeuMDCMNoN7qOMwzqdQGa4rVNv2Zo5jiOG3IJumbQWreHAsch8thUBtuNAMzbNol+l11A/GCnl18GQE16Oh9POJaXyhugvMHzGyRCLUIpxLSTcYXG7IoDvHT1HFzHxbZcrLiNbTneEvc+rXgcVB2a0HBtx/M+OS6u7eBaNq2L1rK98Rhcy+rV+PgmqE4LUp0W4JxvvddlW9u+TZS/fD3CjSOURJNxBBKhXISSrE0ZzXb6c3KSfhuUwDJNUuZ9TMCOYUoHTSn0xKzaFjpWTr+k5+SaYXKcCnI+Po9qo4i8e7sPC10M/Li1jZsWreKrQAbvaGlgwo2mzV3HeLwLIQSXjx+NT9/N5weqGRkOcSASpbilktGhKGZlkL3FxVz23DR8QmCisUtGmKZleOe6cw0Nf3+EyMbt2E1xVvcbyy0/vx/q4ZZFHxNtjBEyJbOGZqOkS27/rmm+Qy64gPSaSipLyxn5447qt/GyUvZV15A903um2pZbWLqJb8ZsAAxfAKeqFntfM+au/gS3DmXMV5vAEMxJV51qxgjH6VRuPhlOfPEffHbi2QxoqSaSmpzU2z/PyzSyMHiz1OG1sgM8Zq/gwlM6QjSpfpemqE1xyUI2bLiXtLQKZIIoL6WBCEqizT1nLMXqy2mqWkV8tORA3Tv47EJs3SMPx9uqaDsrglObTlPr6zzi+5BalUvrlHI2IIAgQ/DSgJtbYlRVf0R21izS0roawv8tOGJ8HEGvUEpRWV7OBw89xKa2NlKk5IZ77iGYmkrTx18TeuqvDDw2j0k3fcCaZ99i4dwXqN6wgoy0PHSpGJzXNf0VQIgozYag/7W/Tro9/swdUFrJ+F8kr2tQfu9ruPHkj7CQEi2JfLdMVMTVujEwYkoR7KZi50HUylwkghtHX0hBOI2ZA8/v0kZFo2wb6L280sw0QplhPhd+lgcL+HPNAMaImWxTne/LoqZF7My3yRR+wobOjOhY0p0UdDrOxzfidNoW/A/KagbXaTfUdNcmLTyGR7e8D7wPix/igwvnUhxvICQU2QnD4+7+fyZv6zLM9M2YP78bN2YxubmOsClZ4mq4us4NAU8zU6qOxVUgleIFVyeaVuDFtk0DwzQIhrtTBR3W7T3c3hpl+3wwAr0bHrn2AOpUBatKXsKvh/AZYfxGGL8ZImCkEvbn4/d5ruqAMQqb5CnT4UETCP9iabfHOeqz5XxbjyXdVjVoFEbU4bh1yzutl1Ly3nvvcMdyk83HJ68YO/gH/6J211Kav/gdWZFudDgOvd6UMNeNGMS27aVkavDkzAmMzO468F00ZjgXjemawv6Xh25G2II8M530HQcYucYl3CLIaqmh5J/jiNe6CA1SxuYQmjQSlTsegKGxSh4LFMH4i5jUUModF53b43m6iSwrKWV7qM513U60Vtt1CPk7PBLZE2bCBLhtyTZeGhpnZLOLnXCgvdYyiDcXbWoXGyy6+Gpm1x2gN8SHj0aVrCA9ljxsMqQgk70Pnw3ALX96h3cPGNzyZS0nTGsiO9NLKR6RF+Cz7SF27/4RaWkW8fhEzjrzXcD7jl/7yU/Zl57GuRe6NGz6jModb+BYLRSMuoT86VcQb6phxbyTcUbaMBLqq56GKsAEI5bBmlV3sHiTRxCfdcLb+IFGexARBnPykCtpqlyEoWUxZPTFtMSWsHPXgwQCPWc5/afjiPFxBH1CazTKWmCsaXLOjTcSTPXisjIhAS4CfoSmcdS1l1JZvItde1bQ3OZFguX21Xy86WHOHH8HAsGXlbsZmZZHbcyiXw9S3cq1UKKHTBhXJDQNukJIN2kNiXbjoxvPRwxFsBfPR9TxfAbnjr2JwtQOr8e+fYtYsf1NClL7k5s9ilsC5/BY7CP2u17oYXmoYwDZpgbxna2fcuyBzXww5jiWjR6CKt4I+WOo0Br5pP8nAIyKH8Xjxd+ndWiUlGLvJT7opVcJDO88GBU//Qr+eoMPzx3JVZ98h2ZXcd67p4IfgoGx1H1rAZlpOfxWN3h382ZiTemccNnZnfrY8/5naFJy/zHdp/p98c5q4nUOj974FTIR/lK6FwpDF2AIhKGhGQLN1DnulIHMnFzQpR8nbiNw0fy9pzdvsNroF3ZpLvll0u1tUuOck3egCc3TAOlBZrw7SNfF1XUC3ZWKV8lflpqmYSlwNAO/Pzl3yRdKJWfS6bQufwEV7V1LBuCk4UNYNzw5+bE3hJWiKC2FEwtuoeKhuzCUIn1yIegGTkMzOSfPIPOn96Jn5wMgPv4CgHemjmPL/g3cWpVKTE8ewjgU7TVHDiEiu9LtROy0XBuf2fU3vC+hCrsvrDEwxY/DQUNX4eJ97ho0lP7BroZtfeU+9qyaS0pOIdJ16H/JZPY8sTlpHajD8cefXciwV+fyh402O0vKOSZhfIwvyuC1DT4qo1kUhkZw+mkdYoOaplHl8+GYBstemUasXwskkq9qWzaw+ct7Iaqx2wdnh39F6pCxSNPGsSPUL19PeOk0KkUj+L1UWys2EV9gI+PMpWjayezb/wYZGUcz+agfArB340OkpU3B5/vmBQ7/k3DE+DiCXrFjh5c2d2xqGqfd+vNO22Qi20W2xnGaW9GCAc556B6kK0HA2/84ipSiNnw1/+TFL9/gV8bfaCMIlPArp4DhRveCUMKJo3qQu1YSSBKPPrgxmedD2RIBaP7kg4wF+HvxfFRv+oDHX3XY/cQJ7HXBcBSRVB8R4qQI+NUFOlVZgjw7HUzYmtHGsmOOY87Q0/lqwDQ0JNO0MiZp/dgz7SImRtdQWBpi9M4DlA08jZr0jiJqGzINZp2cwry5MdAgkhXrYngAXn0bTTI4azJLvr2R+z8/k/eqazFD43n7jD+SHT5kH8tCJqmrYrsS3e25iFXEgDYlifYLoByFchS4Xnl5bImIKS80JhUpccU8qzi58WG5GMLqk27IrtZ0vmyIc+dpf8Fy2og7EWwnQtyNUFH5MQVqq5eJIzzBO/6NOLkVi+LoOgEj+fPmKoXZzblGbUmAOKKbNN2OTizcf0Of5ptC2K1sbMhk46I16BdeyI0XnEbGUSd0295OCGGkZxdycv4AzLc/x3Yd3LiD7u/+fEOhMNTUox0SGpGHpTpbysGfhNz7/MyRDF26mbMckyeOHpu0/1lvfEYg2saXf7odPRDEl56Jphu0/vM5+u/33jsaEALon4vl6/r9uI5D4+4yWp4txkhMdEbiA2ze+qqa5Rtj6AiGDhhJqm8zC8uO5YaZw7tU7fUJRWbKAaz0Voa7P6LoxBvQNJPd79xJ1NrPC03r+CIlzF8bH2bTzE3UrF9M5O04YdvTFcmYHoWNkKmnctKc51iw8EaEWIVhzENoUFO7DvCMj9TU8ezf/wyuG0P/Boqu/2k4YnwcQZ8x9fyu4YXoVo/QWPfmPrQP6hFCQymJkhIXSdaZTRQ0/oDafEW/ymd5Ul6NJhTPcD1j6j/iNxlpxF+Ywe0Trqd/1kgMI0BK1jD8wSxwYyC6//G5Dc3IeIyaJ55ACwQRAT9aMIQWDKJLm/LiRgbsKMXx+3Az0vAbGpE2iyCgGVoXUmXccnGBLyoa6Vr7sgPTmwbTr34te86dCK2tDJu/m5RoO4OCe6OD+Lp5C2XKR7AhjwvXHyCjoZ7b17zKDwtfZN2wmTTX5FJZ4Lm13eA0DmQWs/zY79Kvrpgz/bOpbyxl2ZCjsIKTkIbAmLUdc2k6orYbvQtXgdYxA/3V6Z+ycOFHDPXHGRDubKwI28ZNYnxYSmG4PWt5RE1B6pBU7v1h73oEj9z4FVo3lYsdy8XQ+qZ94SgFrsHYgq5hjX827kZr28qnCybhYBBKbSNWGeTX370cUEjTx0W/+DUThgzu8RiRaAyERqibiqsOimA3xkfMkQSxoBclSiFtpPj//pV7zOAUcqrKKGtMp8qfSmVNhDTX7WQkHIp4wgvhT2xPEynEVQPPP/pPzr3yQjILskGAcZiXyrKsdk7QQVS2xVCawY4N6xg1aQq2cpJ6PkJ+g+Na4d0Uh5+VNjJmQEaXNm48TqmtcN9ZQ1FVR/glA2hM1Uh77CE0w4c/nMq25/6AFut8LlZLG6W/XoJfC2JoJg1ptZjZYVLiiv4VGl/VRpC1EZpQsB0ghXn7Z3PR2PKu92igRSBgMW7AH8ibfEH7+pGXPgbATQ/l8UVKmCn+XMrnfYSam47QDKzh+yi86CSCWbMYs/8FGlobCQTSOeP0F9r7mPvltej617z39jT8QmCEImi+ONvWPMP4GT85/FT+a3DE+DiCXnHZa14+e84DDwDwwZqXeH71PxhtZRO19rD3ao0HXrkd04VdR51GQ94UAtoQsuMeYz5qhjhx3M3Ma9oHsXnsjGnUlq/hhoJE6W0V5bsbH28/nl8qjjXSuc0yKNC66lEchHIFOHFq/5S8WmhL1OSVx3bxl7PTaUxJvHjDwOmp6CXFGMVgSjAUmEqh297La0VNC2ff8jjTa1d6rnxNRwnNG1yEzqCKA0gE5/z+VQDqDpSw/pW/MGXaCVT96G6mj72Q3J0WFRG4Vv2czaMkL/7lWGb1z+Tj+TMYIZdR1ZZHIx0x9bOnvUSrr5VN4alsVZ9y3uLjOdA6kO2p3j0auOZe8INu30z1mmlohobm19FMDd2vQ1sQZXQYQFJKHDTMJOOlsC1028Z1XfRDBiRHSsxePB9S0EngqicIBUY3xeMcy8XU7D714yjZrUbFHoazqt7HKaN+CNIm3lxLs+4n9cSBNDU1kbJsHvsrD/RufMS8uiyBbirtusrT+0iGqKMIip6vJVJXTkprMc7/H4yP0d/9E6OBTe+9x9vr1/PaiuWMW7GcgN9PvyFDmHZ5Z5F1W0kMx2kX4Qr6w+Q4cMBax9+e81K1hYJTJ5/IsRd6ir6bVu9g3779oGt88c838YeCzLzwlHYB8lfffpf7J0xCodC6SUG+aWgBS6or+dO2Mv5elNYlxTunqYGV4ybzy/Tr+NsEiYortLgn+DZ42FEUDhnf3nZ6y0LGZhxNyR3z8NQ1FLow8GtBGvMaSJ/Un3EnHdd+jMWHHGf9hkruemMd2xOGd4M7stN5HKpvc6jhcSgG3nWATfEWCGZQ/Oir+EhHTW9g6IVeps5zr2/i9eoQw8yuv6+hQ65kxYoyFJJYpJUslUe0vokVa+cxfOw1BFJSuuzz34AjxscR9BnbxowFTUMrKGL20Gv5YuznpOXPxmd9hZmIfoxY/QVPn5fJy2dOpl9biJPWns6otvcp37CEfmITWXmt3OzL40drrufJY24CYKw2hP2yjAKRAUKjgjrmy2bm58DsVpMHXt+O8OlIQ6PMdXAzA5h+nVBWIXqrw+A3Xke2tSGjUWQ0iopEaWmIMzGjH0oKHgrCmfUtzOg3ADvmQGUr/gFp2AIcqbAShc/sgGL7+Dxadei3ehkGLsbwqSjXQbpeFo5yXUKVFRxSIJTswiGcfOsfia/4DAARCCFci/SULG47aSyPvrmZ0uYYbfE4+2QeI1Ud1esm4/NoM+SM+4BAZiktVj5PixtAwE2THic3xWY7g7igel77sZZmZzL1zZ1dvhsfudQHvMJWzVaMkUu2A/0ocIq7tB253CvvvfC0M5kz7wusAzVUPz6Xt44bSnM4wI8/3cTJeelcMKV/l/RMqQkC3XgzukCB1WTz6dwSNF14aq+6tzTWa2jCZveelWiagW6Y6LqBppkEUrJJM0ziUhIIhD2Nim7SemPKYGmbn6cm/KzLto3FJcxdNq9TBkV3aIt7hluwO+MDMLrhFMQcRaA34+OJOeQ4lZSHui8Q97+NUaeeyuyKChZUV7MFENEYpevWdTE+Xg9l4hgGV7/0LmkCVvcbwvlukBu+dz1PPvsU6XoK1bKRLzYsJCUjjYknTePjTz7GCgTRWxrZ9OXzAOxZs4of/+w6Fsz9mG3lB9iwfBtxbEQ3z8ussfmctK+a94IOxy7by3eOG9pp+zs/+jZnfPY823Mz+O6GBzrvXA6+hQpdgV8p7si9gVa7BX14AJQApVCaAwGNkRedgi+l+0nM5EkFPNZUyPPzPmJivzFceXJnLpQQAsNIJRjsIdtF0yGYQdldi6g3A+xPX8955/4YgOrqNh5Ytx8Isi0epOnxjxIdg5KSsYVpfPe4J3nqX8+Rpgsuv/aXtNbX8a8vfsyK997gxG9/v/vj/gfjiPFxBL1CBAKoWIzQzJm4sShlqdeg6X7O2HEtB1KL2Zg9v1P7az94nS+OO41RmxfQb+N+WggT11rYLYezaWgTowOeMNmvt93HP4c8TVS3ySaXCA6OsPGLEBHdG0hLjTDRdR0SRp2CDnoaK1LzuXhi13S0jMSnE4/jLt3G8cE4PzhmcJ+v+cG9n2PJXO69/7Yu2zbccSuquKTLepWYPYtAEF3GUbqPhqg3KP3ihbU8UhSkcvxvQCluzn6ScGgj6akNDE+bS4MreHX1efiOiXGr/CPj09aQSzkBFefB3U+xO300fyq4kFz/ycw4IQ9pS6TtIm0XZSvWfFyMyGhgImAfMlPzJ3nva7fejnz09wRbvHvcMm89iAHMqrF5JTXAFuXwbnM9P11Yz4w2eOf0CRgJZU8lINBHz4ejQ3q1RfHbXe8V9KfIt4nhL97Q7f4HX052Xg7xQHJukNsDx8OOx5m4v4rgnbexwu9H8/nQMzIQ4TAEAlQrP5sHT8TJyOJANIaWVsjjNTF2Nu3C1DVMTcPUBUFTJ94cp7rF5dMvS1B0zIaVUtRUBsiSySvaAjjxCH43wr7M48i58slu2/1vwxcOM/uGGxixZg3BrCw+evppynWd9x96iPN/8Yv2dt/Jz+CehjiNms4+3SQvYjGmtI7M86Zyy60/xxf0Ix3JS48/wzsLPmTnmu3YbpyB2aP57v2X4tgOL9xxPw3la3jpzvVo+aMgK8T7X7yJaVnou2qJbin2lGp13RN9c12QknuK0thWupd7rGoGV4Gpa/iEhqnppBhBRpmpOK7OP47+DVWtB3DtCDGrhajVStSJ4kobSzr0KxOEQvUM/eG/N1ALBAHhcNrpx33jfduqSqlcuJj1sb1syanlzVyPwPvLl59i3lnzmfHHFe1tMw2bXfXKe4aAFltjdXUTF8yQOJqWILJBSlY2E+acxqZ5nzPl9HNIy837t67r/2YcMT6OoFeEjzsOHIcB/3iSxu17cR/3ZtOR/BpCMkBJoeC3l2hcuNNi9AaDtIER7vY3cGDjUhpzCrj09vuwXrqVBZtiTChOB9JRGS5Fdj4/qv8l597d8w9eOhIsl69f3ky/PS34fzgeK+by0DNfkWK0cXEP+8YiHjHN382Mtjso1+1WNErZNirJLFhGEyS4YBhDWig9wP66jlobl00s5K9OhPymemIZ+dS5EX5oPw4l4BbrXBufwF+c69D3Z8AwGCqLGaIVI9JbGfKj3by5aBO36SEKjsrvcuyFy5cR9Hsu3Wx/kMqTJjNy/teU2F05M6Ou+z7vl1eQ8eVclGURWRNDqRb+8J3z+WPCyHhvYzm/PFDNyrBgxlcbGSd1Lu2XBbog0I0b/XD89KHjqaqN4LoKV0pcV3nhIAduf3ctKWYKY771KVI6SDdRDdR1cZvKiEqJzwzg2lH2lL2DHUjO/PfUK5Ofj18p+je00prrR7guqqkZeaASw7LRpGSg47JsRITnx56BEgF8NFANPNdJhtaDCeSkBChe3dWQGk4GA7Tk3KRowwH0P00gFZvazKGEcwcmbbd17WreeO99AM4/43SmHHt80nalG4t5//33vdm40NE1HUPTMXSdtHAa51z/rfbQgnQl5ZtKWLRwA6PHjKEwN4/ixgbWWRaHsrd+MHlMguM02TvGzW+hhT2jOZDmeQw0U+fbt/yAj3/7OutbdqOEIiMjA03T8Pl9XPunh6krr+Gdh39HU9VWwo1ZnPeze5Hf9o60942Hk16P5g8jb7HIEIqffJa0CSH/REaNeplRyTcDULP+ZbQ+coiSIvFz3vPGXexNDSBDeUihoRBIJbCawYiX0PD+JSAEu5tCfB2ahTT9HL81zIDG/sykP88O/TUpbohW3XsXnPrxyfiyTgeheP6SH3DM4NEALCpr4Oq/emnfSoM5+5ph1nlM3rWBqxqbyM9I5+iLLmfn8iV88tdHueS+36B3Q4b+T8UR4+MIeofwoqgAe9bXAzD75BDFlRUs3PoJDId1wzWWj5+BuHQ0V1XWsqGmjBkzA5w5Pp8x/QtYHDgO6AgfZNYsIp55HL6M3tPJNEMjarnEYw42MHKoNwuucGOM7k5iIoFY1NNt8Pu6/nCVlNw29w0qpIGGwNV0hBD4UZiRKIUieS0TZTtJa8jIFq+kupaWzm+GXcPC7OlElIOYnsOZ/iB3nziGt59/h4AbI3XHWkYWbfJGNUBPZO2UNA5i7EDPuFOJMXX/sOtJOUgK7Mb1L10N3eh8vs2k0SzT2NtczuC0wzQDXBepadh1DQh/BqFxDtohdUsumFjEBROLeG3lPha3NrJNc7muvhaEIDPWtwJzqSk+UlOSZ4A0fx2kQQ5j1MiuFVgPR8PbSzCN5HFvV7l0Z3yIxHrz179l8uxZXbZ/PX0WUwdm8MDvzsV1JTHHJSYVliuJu5KYo4g7LlHb5aq/LmWI0jn5tokJ1UsStTxg1+ufU1Oa/HuJNxwgA5uSwVdQcO69nbY98sD9xBI8A4VoN3Y/+PRzaiorOe2iDhn99//+Gntry2mQnpbFuMxhuNLFcV1c16WuuZHdrWXE//IywVCIycdM4+P3P+SA7RlSu5aXcttNP8d99inW1fdcQ+SgJP3hMAImOcFRfKexP+al6aRnpRIp3+eFYnWDlIDO1Q/ewY7lm8koyKPfwCx2A2TkUnDrPSgpPSFBBeg6e159gpTtu1DC4AeFN5E5ZCi2krhKYbsuESfC4lUPoVsbejxfACU1hNn3woeH46By6aeRwRDxtJYFDgKFgUKgMURVEt68AcNxma7gaXsgK9yjuYLU9n5ult/nqAtOITMrhz+99BCvWu/h5iwALcYfVuj8JedBjvv9fFS8I0tPy/Zxpoqy2FKsHzGJj7bt4AfHzCCQksJZN97Km7++l9d/eRdn33QH6XldJx7/qThifBxBrxCN+2ldvYt9Z84gHpoMuZezduEWqmvm8flZlcQDk2jO6whP/D3hIV/SfyZHqYsp33Mie7/6EFK9WdSY8lqC2iLsY89iYHkUV8pu6zIcxKpHVjAupqg8pJmN+P+x999hVlT5+gf6qbRj55ygydAgOSgoWUXMOacx6xjGODqGMYx5TOOYw4xZFAUFQRAk55xpaJqmc847Vlj3j9p0oLtBz/2dOefcy/s8/ezeu1atWlW79qrv+ob3xXGM2v7SRnuyvsvy8PqPi0iMtpic5Gdzs8EvwT7gGEBquJYRZhWyEQQhCCKTGaol2fR32qe8Pw+HbrD9oQdAUVrYRrX1KwCoXfsZ83vc1NJeOBUGpVn8uPiflCeMIbGmkarJ5zOufgNEOK0ukJ7HAQwuH0De0gvoc8lzLftvlU16RvhJHF3J3esCSWmfd6ARxkmYblEndGivGCZuv49l7/6LHE5GeDq34i4fk83lZCOEYMn6IjZuLmVot2NzQBwLum7hdP226ccSBkoXJaqm1XXYxQyHkQGlC6+XZFktD3xFkfEqMl1RniVIClFejQF9OoZ/ylSd+i5uX2HYq3H3wDP45osZFFRUI0UMeUtRiXEopCYlYglBdFQ0qqqwcU8uZaXtKy4OVhehSipDkvoREx3Dqded3W576Z5DzP5uNmUNlfjqAmycuQNFyEwfPplDRUXsrslj2548DvkDYFn8cNktuEeORFJVBl8wjbSebdlBJaQuflc9kksR9Qlk/jCpS6G2oYfPXQBkQH0V5qbPSXrhs3bt1ufORirYz+u9X2Dy2OmdJqYe+vU1DqiJfHPf56iyhaJYqIpAUQQpWQ5G3GondApLRlJ+u/BhW+zatINvf/mu5f15w9O4tr41if3F8S9yZq9WDSKjsQL51X5cM7YPZ1dmwL4mas9LxT3nEDkFmeR9sJrefxjLPVf/hXuww1vDPzqdfcGfmPCmGxEaRVyalwdO78fVA1tZcRsbm+i36QA+q/U8snJO4PKnXmTuGy/y2cN3c/XzbxCX2rF0/f8ijhsfx3FMxEevQentxnJGk9K0lkxnNlZCDCBx7fzuzJ4wDX91PSJKxYpxIOLs1a4cIQCrr9mLR1ZbnNmJb7zN6OHDWPbmRqIN+OWXA5wxrW+H4+7eXEbZ+jKMMh+DQrDOKRh1TeuDNIyMdowJR9TXAi5615RxIDGdA8D66tbtI8R6HhSvMnLA88T0uqzl81kLv+5SV0EpiZT9/TQfSQhkYdOPW4DmMUgp+AzaGB8AL5cD8ikQBdWVTr4pVXhBbmXTfOyEFwg0nUaPvddTEbuV9esuYMyJNsOiIq9g0Eab+2PXL0V8/OEmZKzI6sxClgQhZzzB0GbWfDEaSVKQUNDSXiLGCnLtwh+JMmztiihJ4JWhZ0YKEpC4cDFMPJny+Bi6KOIF7KS7gd3i6TfrECV9/r+fNnTdIib6tynVWsJE6aJKxDhK2MU0dDS6Nj5kYR2TvrstuuIkMXRQ5c6rhCpKiogH5sybT4lIQ0PQIyMN07RZZKedfwFpWd3a7bP58cc6GOOWEPRM68ZZt7R6Qyr/+SNGVQBkCUmBC5VMcEjoMuyrD6PI0TTs1qgOVoEMC3+xwzqxgSD9tq2AbbaxvC4vn/PefrbtmXYpARsTY9EAVE/8N5bAlkMwD8siWK3yCML+zBtViO+jWVTN3sihn4bTEJXAiT//gDc2CknXCWsyU085q9NjATR5+mAF60lOCmMaYBhgmhIHqnpwoAqaX/gYRZXIDvZBD0LRc7MAEbkmku2dUiTQZAbcMg3F0fE+mjPfTgCNklw0i2A70jSAyd0nt3t/cMcq+gKOMi/DDzRR4JY4ZWw/zDG9yX98Cel18WybuYTJd7QqAZ/b8wq+L3oVLWUdY3PO4+VTc0iLam/wuzQFxTTwWe09OOl9+3P1C2/w6UN3sW7WDKbddk+X1+v/Eo4bH8dxTHj7p+Pt2QwPrScUrKDXC/2QgZf6XIGypphgnoXqaM1tmHD6NiaziO4Rmuvyune4+MddvP3xB9StWMzo4cOQZRk14nqUt1dDJ8ZHzDd5xAB+BPuiFE69cwSxbcSjmjUHe4I1vPTww8hC2LTMgog8nYSQBKGQnwfKCjj/+tvJEzdSSizplOHAXpHGhodjWAZ5uU8xotcFLX3nV1iAxXcfvEuN8BKXmIxDk5GRKJx0EqHqCu7/+seW9sKyMA0DSw+iGyEyf7yYgCQjCT1ClCZ4oaqWrJALY8gdxJw0nH1FD9AtOpa6g7PwaSGMtHUU7O5BTVk9vc0Q3+4dSkliA8ndb2eqPw+xPYV+lbvITom18ydMsCyBZYGsbCbeuxnZdCAwsUSYS8u+oULPRsTFUat6KNIVmiUH+Y5Uhvb2kPPml2SVB7h4XT1NhRarNxYjJJvRUZElZNlmsUwwgngUmaLSZroBmw6W4slzoMoQEwzijo5GcztxeNyoDg3lGCRtAMGwCepvq5rRw1UIZ+fhOTvhtIvcnHBEbbYL7g7ZMn+z8SHsYESnMEwZtYuy4diwHUKzkEGS8Dg1rrq9o8JzW1iSTF5lDfO/+Zrpl9qVKZawOlTthIvjgXisUC22CJpdCo4k009SCJkhilSLno7hONMFKf3jifa4yUmLI/WN17Esi5UnTcK0jgxXSF2SxEbUTkiefP7RNeqBYMDHoVcmkzm1lm0NQzEqPaQX5tJUXYs3NgqtqoEuL2oEpqLg8TqZfHf7RNLS5ctZObuQ4jIPdaEUsuPszx2Nmt1lpBxNEuCRber92j0FJA/tSEc/MmsQmwt2ct+jD/D03/6GQPDeae+R7k2nZ2wry2ze9tUEm+s44Zc/AKAJmx21Ni4iaqkoFPSsJudAJu6B7U35W4ecxard31MX5eCz84d1eq6SoqDpYTY21PLxyl8JBnMx/dVsqtpMndFIwehKRjfUMI1W42PToVqEgDiPRkNAp7guwHnD/m/Qsh83Po7jmAgl5iDKdlAx8zEsxUlTnzMZkjeP3jXF7JWdnFS3gZ9Sp7e0d+dW071/Gxrp+j+we/lmCkrK8agOVuXXosgyPWvt1eLgs/rSVNSErMpImoysSciqoAKLvU646qmJ9DtyUEBY0fAKQU5cHJZlYZomliUwhYVlWeyXJCy3h9711ah9uzMycS4Z+xdihmuwzDD15gfUWXnEiTjCcuchloOL5iIBR6pGWEc88CRZRnU4wOGgvK6YsFWLAvyj7zUowsTtSWH0DxF22Lw34MwtMGgYAKtDb7T0o2U3ET6UyzRtPUk1GdzjNSnY9xQu00Mwwc+FCdcw9brbCddXICkOtGi7/G/v0GFo+7vTe84iwK7CiMsZSNoNpxF//T/ajfXKb99jScJoNgWbOVk3uBjotrcB9jZ0eg0O4/D63Chex3efL2bQzp2csHMXjUe0MyQZQ1aRhcnKvj2ojInFklRMRcWSNSxZ5ea6SvovqmHR5ypClkFWEIqCkGVUOYyc3UDRpd2wJCemUUNl3Srum382mqziqknCq2XhUF1sbZqFkFTeXJmHoshUBnVqVdA0hZT1OzkXqPj4C+oG70J2OpFdLmS3G9XjRjENqn1BKsqKUTUnqsOF5nShKgqaIrX3dIiun7VGfQWqYdJc+DPebtNa9vPlfU/6Gjt8ptYX4jAsdF8zb99yN56YJK55/i8onRhGfdNTySstY9/+/Rz+VZmIdt4Qy7ANd2d2I8m3dyT/m3f6RRhR0Zz7/b+7/D5lWcZhhHGWFZO3cSea00G000J2JSKMeqz6GlAdtvGmOmxDLdQMxB/T8ACory6jv5HL8swJZN/5JIXrDsELj7L/ymvY7o6iW3k++jFsv6aGAFVRpXy2ZCbXTG71+mRMmMClE2yjf/afP+ObwmUkJiZw3Zt/79BH8bKtML8JqYuQpYWEicWve2wmZ4RgXEZrLlJjRSF5n/6REb7lLZ+tjz6NMbecyj8f/ZVJZRbNzSGiopy4UqIxD1gMP7l9Ev2nryzmgrp7AXimZDWSJnPjzUNJj29dTCmqSryvkTWxXnYVvY4WMVxRobeRgiVDt4Gt5H4Nfp2L3lnT4XySo52M6300P+b/Dvwu4+Odd97hnXfeoaCgAIBBgwbxxBNPMH36dAoKCujZs3Mtgm+++YZLLrnk/+vBHsf/DJbmhxgn6sja+RYKraukPVZ3Psy2XaZq/ApUTwHBkmtYcGgq6+pHc/+ANxG7BFU7lrOT5aQDZcmZXFJkqzdujPRjfrqHzh57qcj8EArS56HZqFgoWKgIVBk0Gfx4SM7O5Jw7Oi/XfO2x+2hQY6gINPPdo4+0fO5L1XjstW9Z+MNstLiqlofnwe8eB2ETil2bs4tAXH/ejnuAH3fXs+hPEwjpJoYQfPbex2jFnSuTllYWcMZP57SsHEcPvoao6HT7zfYfKN97OUZpNxx//QrF5ee0nB50i7mPu3kVgEUNgsqeoxkXvobE/t2ZcGAxfkcDutSEqSgEtofIDz5A6LWfsDKcDPp1K2BX58iuVjfu5gWf4QECiiDOsqiq2o2qOtBUD8/sfY3qxPEMvvldPt1VwrStO3nsosFMzooHITBM24AzTbhxyz4Ghf08OqAHlmlR1hykv3YGumXhyN0PQMWf/4YVCmEFQ3YlkK4jNdaTNftzkqLiMAeNxNLDWLqOMMIIPYzccBB/jBP6D0WYFhhGi9u+2/6NeNfWkn9pL2QrSG+Ph9JgkH2NZRgm0NyEruzHkEwsxUB3DeDVQBOWBCEJ0AFDYrqvkXOB1F/mwC9zOnxXTmBjjcWTb3Se0CgJO7RlqiogqCpo4o0//oolS1gSWIqEJYMrOAQjtpJzPr4MS5YIuZxIyHj9fkwJ9vWJQt3dk0w9E9MRItBYRU3Rej68+S4SVD9KJLE5oh9MT/cQqqI91OlhvnnjUyRJIiz0dgylIsKoK2mdP70ly0Qox57edaebXrkb0a++BB3wA9Hnv4/Q4yh94ch73MQ2QU14MhY7PCPDBe/CkEuP7BrLsL1ByVYl2Tkj8URlsHrZNEQoRP/NSwFo8MLtn9yEQ1ZRIt4hh6LxyDlPEhsVR1Q4noPO7fwr78N2xkfLecoyfc46gYPvLcRyRLfbtqe4hA3FpcQUVjGKaAoO+MgPlSDLku3ckWVkWaK6OkwYg5XffQvAz2EXAwLN6M317P/0TkY0LWUEgjy5J/q0F4hKyGBYd7v2Zti5fYmbVUD939ZTcVsqofwGKj1hsmSFyuJ9BBrCBCwnUlgl5Azgz0gAE+Lz/fy6sogxg5MACSEEQgg+HjSUx9Y8hRbWqXVlMOPsD4jyxFIYKObyuZdz+gmtxIQB3TZAh3eP47aJvXFrCn/9cRfP/rSHOXeeYp/n/2L8LuMjKyuLF154gb59+yKE4JNPPuG8885jy5YtDBgwgLKy9gqE77//Pi+//DLTp0/vosfj+L+ANWIYaxjGk08+yUPf3U/MDjeSsGhW3VyqbuZCfSRq84nklo2k29oXqTr/YtTtO5HnZ5D92nNEnSWwTIuwaVLuiuJMlxfTEuReGKaXX6CYVkQnxEKYgp2/5iFJTXj6xxEn61yDTNiAsCEI6SbBkE5IN0guP0D/cEyX43YMzUbsrKHPDRfYIRHTYNOvPxFTY/LJ65+RHvUUZftmkjJ0HYrTx84N8zjHldeyf2FcdywkLEUjI6O1zt7tdKB3QVxVXlvcUqUC4HC0qdK47keMh+04eziUhUMqoTQ2kVJOBvEqFbrEgXA8vzKUgd5GPp7Wm0/+WoJHduIOhBCSTI+CLwlt3kW920kpURTeczvICsHkGBp9Nfx48ZnE+wKMPlgOwN99C9jz76EUtx1ud42r9DpO1BScioLPEiQlekhL7VhRUr3boN6rkT6kBwBtHbprP3TSnJTEpD90LHb2HThA4ezPGTLxZHJuub3D9jcvPZu0ntmc+vLzHbbt++tVhBfXc+MpNgX1H9psazyUS+M7lbiu1EgaclLL50LY0rsnP76A07ol8PBNIwmNHYT5x1sQpolpmOjBIIYvwKHvn2Fwxc/sNbuTMyiFC/tL6LqOYegYpoF/07dUmons8YzCfygf87QLkfcF6JfuRmRGgWkhmQLFEsimYF2dj3CSE/JAtgQuf5CA20Fd74E0Db+T0sonOGXI9fQePAqAsrxivn/hJXz+INTX4WxbEGQJTkwcQ43YR5HcSE1THQJBohZDj5xWlWDrsPHRhUCidJRS8bYY+M2XFO0+gBnWKcnbyZS9z+CL+QVPvzEoHgkMYed0mJZtJAYaUOrWQsrpEGqCwjVQurVT4yMlsxd+4aSHbq/gk7ulc96/Xgdgx+I15L78LJvTm6jRm3EpYGJSY9VRolYwYv0ILp1yLTEZDmRT4QTPsC7PYeF7r4DViCe2PQnYnWu2sCspi34xqXyJn7Q19UB9h/0nkEy2ezzKjTlcs6OAZqebiuU/catbZlTTEra7RuKL7cdJt77dUhVzGKec2I1VP60lO5yG890KBtCN3TnFbB41hKiAYMmE1xGyRhSJ6CdU8NidZ1HuCzHjwVXU/1TMgUWlnOBu/Z68wHtcBUCpu5r0JLs0u6emkeZN47FVj3H38Ls5Lfs00mI9PDJ9AK/8so+7vtrCLeN78eJFQ7j0vTU8NWcXj5yZg6sL4/R/A36X8XHOOe0llp999lneeecd1q5dy6BBg0hLa5+FO2vWLC699FKi/n+UHvb/X9C7b39q6htZvDmXsZkXsar2W6JKYnFhW94ZlhfZimZnWKf7n+7jlEvPZcuVfwIrwJCR7QMmnUtItcfCX7bj8pqcfdupTDlKu79fdjbp3jO73G6pMqZscf60VqUWv6+Jqvll+PdnkycsJOkKGgquQFYrMYJV8MGdNtGPqdNddWL9e3FLdcJhCNOWEu8MgbBNNnWO1o05ehFfLL6fP5z5fsv2zOdOpvHDL2jK74GkmDw+wy5d3qa8wb/GPIKWOBJKDHaHYjjp9Q0Q78ZjwW0invTY1WRO6kXq5KfZ/vdHKS0P4SkptFdNsVHoioyhyDRGlEAfuU7hQIb9E081BX8ZcC26GeKR/bPIjYl8L5HkOqOLsmJDknB2VYhkCTtk0gmCVTYxnCO+c3IwA4GjCxVYEQ7Zrq3ODmnaq2n5CM4DSbIVdQ3Apcm4HSpuAFf7doZhkKrPZUfGKPpf+xbjMtuzagLUbf4zTfE5eHLOpXHHj9xy9uNEe7qqg4Hr186mLKTA1Q0ISydYshJ3t8m4gcb9SwFQHa1eqfQ+WVz54IN8+dp+Jp2n0P8yW7PGqGui+r1fMOph3OA+JF7RUcum5Tq0GB+dT+GBYJhASRlL3v2C6PRURp13aqftErulk9jN9syFl+tENYSwrriA6J7Duzw2RPIvKvfC2yeC2rFSSlgWe9YtAM9Q0gL7ObI+avDUsZQrb/Llz7tZOnksPXrb90ltfTUTf5jMwYYCAEIiSEwokTN6DeTgnrWoDi8utxeXJxpXVCya6gARotfIczjvgZvbHaNJ0RjdWMkzY4ZSPFRwy55SxkR7eLxXhp0rJQSWab/2j3OTHO9mRbSD61YuR1fA1O2wcMo1/yYts3N+Fvty9OKHl57ktB0axSkq3X7cC5agMlkjWT1EpdWHpJRa9IJa3r/zz3ZCbkDHlAcTju5P9TX9kLDvYUmWCJp+Qj9vIq6+9ffh0Tx8Nv0znl37LI+teoy/rf0b03tO545Rd3DpqKn8a9VB3lyShykET54zkOfm7WXF/mr+ccVwTsiMPcp3+T+H/3LOh2mafPvtt/h8PsaOHdth+6ZNm9i6dStvvfXWUfsJhUKEQq2aFI2NR0aQj+N/Gnsq/Tgayljxo61lEkXrzRwTXcRf+1fTHEihe4HB2VNGIMsywtCRfoPbtzNYloRyDFl7Q9eRALUT0aqWNqaBJbVPprvuiof5yjOf2vlwwxsns+br1VQdaqC2SkNWB3HoQDnZfdJtumTsZ/ORzkutcAfO4JFZIDYqAhUATO5/PXN2PkNJc/uSSUmWcQ4bRFO+j7AvlZufHsaWF/9CX/dSTEdP3ioxUN0qr01KorzWx4p9QZbX6fQe/QVpKXH0OscOz1ipHqI1k5te+bFd/y89fTO1B4rpv2sXs7uIcT+wfx6SZruoqyJJme4u2h7N+BCW1WXsP1xrlxQ5EjoaH4auY0kSDlfnxocVCkEXKzah24nCchcVLGEhcB5ltVdRmEemFMZ90g0kdmJ4ACiYWLLGyuoGhgB/f/Ixbn34cTI6ORf7mBJa5D6TZA13t9bqCCMyXu0InhkzbETOo3WsjfM3YNQnYwVrcJ8wlKNBBO1+u0qmbXR4GFOxF17/m328M3d0ml/Srs+wnTQuu7qmIm8HPcLqemAJnHgbRLdyUNRVlTJ48TUAHCST5E529wfta9CWC8brjSbbyODzxm9J/iGRWDWOenclzxe9yJNmsEMfZtjNgEtNlPoTW8jVguEwp/20lOKYRAb5axiWbo+r8mA5aryL7IyuvaXpsUkIISPVFaHkfg6AdozrdnKPkRiuPphVP5NeBYcGJiCfOIJTH3yDLW/Np3IXlBVsxwxtts8xYQCG/wBwgOboMxg2qCMHzS8b1hHV0F6xO82bxt/GvcS0dz+nvCKVT3cbfPbzAr676RzuO70/i/ZUUlTr58CmXwmb2eRX+/jrj7v47vZjc+n8T+B3Px127NjB2LFjCQaDREVFMWvWLAYO7Lie/eijj8jJyWHcuKOf+PPPP89TTz31e4dxHP9B1CUMwqdkcMfkPvxtwyM0GPYDViCY0vtaPp5yISv+/TzJ33yG6/6IZJNhwH/R+BCWhHoM4yPgtydKfds3HPx4LSgaKA5b1lxxIKkOUvZt5ZAbXlj3Ag7FgTPgpZvRl6LdtXhJx+VwMvX6qQC88OD7RDfFM/fve7j2xRiiY+2VrtWJ8SFHDI/XLz8fSZKRke3yVtliTY8y6Av37XwGRQgSSnfgezmVoLBoEE6EJBPfcB1wOgInqz9dSNY1J7G+eglvLbKrIBJMmL8lxKMXDWXGprVkKwoxaftxaK1GvmVa7RRj189ZzorPX0IBouQU3vnjUppSyrn8tgn0yGjL4QBgoir2wzCvOYiEoEHvvFrDkLrmUnGWl+GqqOh0W0O5HfaRHR2Nw3Dku3N24U0QoSB0MeFb+uEKls5I4wQ6XRsflmlRNvtRkoVKet+uH+4yFkJSuGniKXyau4MB+TvZX1TcpfFhCAkVs/NtEePjSCPZCtnn0dYgsII6oJHx5FTUuPb5Cx3O5bDx4ezcCLtiwdc0Vtez5p1P6fPdx8i/oQJJ0u3vRXX+Rk+1J3I9yrbQ8MnlFA2/D1nRbNn7gi0cvlrKDfM73V0/zF3Thu/FqTn58uKveXbuU7xW/y53x9xCo2FwMCzTI+NDJAHhUDN6yE841EjIqiYQ9yEYhQCszz/IHdsPUByXwtiaYu4angOAGfHwab8hUbZMSiDZiiHoSmGj1pPhCcemNp/46mvMzqum/76NZNz6AkOmjefQjp38XL2eRK+fgDOM3zkAZBm/ouGuk5GEhVOt7bQ/GamF2PEw3ljxK6/Pa0SIDDSHnwmDwhSWpXDlh+uY3D+F3WWN3HhyNvdvz27ZZ9OhOixLtOZ/WBZ2KfL/fDjmdz8d+vfvz9atW2loaGDmzJlcd911LFu2rJ0BEggE+PLLL3n88ceP2d8jjzzCfffd1/K+sbGRbt26HWWP4/hPo7BBRzc9nDS4Ly+nP8vs3GUkO3rxxu57mVX8JpU/1XLDmu1A6yTbXONDM/5rjIOWKag4kMvnV12EIivIisLUhx4laWArx4fhtw2A3lIRiUV7kTFRhGm/YqJisjQmmsWJ8bDXzuM4a/dt0ABe0gk4mtupaN7116uY+68VVO9ysGjJPcyPGotf9GOn3yCktv+ZdBtxF7GFucQMiscyTSzDxDJNGpu343IX4hGZJGXE4GquZaIziepAGbJRT43cCxkLU9tIOBxLQzibPtWZ+GZLDAh+wFgpQKFLxhEWzCuvY/97a6kxTL64eiTVRWFkqdW9Lcl2qe1hrPj8JftzJZ7QyMEopQGiK9OYt2gzA8c14nY68agOPA4HlpDRZPuh1d8IkOHayJZPNrIZu8zTkiWEJGNJEhdJMhUxCTz160JkSUFCRkZBlhTOKywCIG/aZUiqCopqE66pGqEDG3EAL//6LOT/C0WyacAVWUHoJhU9G0lZk4f/ue8iyX9ShDVUorq8F4rkYsvyH/A4NJyqhlN14NA0orfVkk4IsbcRw5JsI0TTkBwuhFDQAc3RueG66stnGd+4iE0nvsLIrH6UPTMST7gCQ9IQkoolaViyRhJ+LEllfM9suOoa1j/zZ7SjUMqHhdzi+TgSpmGv7jVH+9CEGTGi2no+RMTNL7s79wi1Ravx0fkU7nA5ScpKRXI6Cctqlxwl7aDbFV+a+zcaH/HZ8OABzJf6EFu9mdhfru7QpOaOPXRPyehkZ9AjCZOa074GlmlRX15DQ1U9rv2xeLI8/KPxfRw4yHDo5BffjKpezuRJf2vpI+hvZNXaDwlpi3h2zs3M0C6lMjaZU5sqeP30iSTF2EZcKMIkeyxSwu+37aTaE0M5Ixlx1S2/7TpEMOmTf1I29iSMB+6GaVtYvXQJuiRRHu2lh+6g3gjRpLkxFYmsbieSEO1h4LSO4bDamirkRquD8bG2oARJdvOvG/oxqbf9vA3qJi/+vJc1B2q4bWJv6nYvAZKYcY6bjTv3suVQNezwIxQH0oFfYP9C22N16l9h9E0djv2fxO82PhwOB3362LXSI0eOZMOGDbzxxhu89957LW1mzpyJ3+/n2muvPWZ/TqcTp/MYHNnH8T+KXaWtobCcpP7kJNmZ3rGud3l6822sqvmCIXUmk4G9Y8ZgKRKpIcG2ni7OfediPjzrHWrfyyWMxJBn7RK0Xz6cyZ6VC2wSIFmJUFXLSLKM7jNQJC+arFDnb8anynzy1MPEWBAbFcPAiVPJPn0SAFET/0jMeR15E4Rl0TjzfFJ8BXx16SL8hp/PdqzE6FPDtItGkBAb1669N8pLRg+d6l0O6j0F/KjciSQEisNCUduLhjm1OBLjhzPqjvbu0hULT8ajVjO0xMuIKV+05CX8sPl+PHWzOW3q8nbt16zfQPO3AWS/oDnexd+n9iVzTDpz1xRy5w872G8Y3NMnlYEnpLK4sppyviS42Y49BwM1SEp7z0G/sRdzzp+uB6C0upJZj+3k3Z0qjbuP1CN5nDqnHRZJNQI0AdFDR+GKiUI3TCzLLlXWdYPQ1g04S4txNvgRsoI7vgdRCXGYlknuSWfS48BenB4vwjTA0LFCAYRhoLu87E7xsy6tEiVkJ01akoWFwJIEwRwTr9IdX77LFhqTlBYmDZF8GUaglNfm2VUmEI78wTVSHc+47oS12H9tv3MBOp/jCuQBgzkSUnUuJUoWI8+0J910M48gGo3Rg5DMEFg6khmmSu2Fe/iFAOhh+7hv7szjvbIGVFlClewVtCpJaJLEQT2GbLn9PbKnfDnri3+h9MA+ZI/C7pVziI6JZ+qQCXRLSceKhF3aEqAJ3UIIC7kLb0a7c414To7V1gyFMX8jl4kUyVdSfqvnA8CbRDWxpFLPavdEsi54Gss0MA0Dd2wyGV0YHgDBGjuMIksSejDM/H/NZnOFXWEjIfHX6Ef40PcJhVIhU2JOR5a/x7K+IhB4CLfbDp24PDE4gmcwP1ZlHuegCyfXNJXx4OTJ1AcMkiIRltBv8HwU19ZxR6T833VgPU/d8W/ueu5ZEuLsTgzdQD1KCCY2LoYywK3b53XySSeR+9NPJAQCXP/iiwBUHyznn5+8i7dPP06/tfMK0K2fLqZfRSYFXruA48z3/k15vaCuWUNVwy2GB9jEZH89p1Up+YnXlxCNn2EnjOHEE0+Bf59F/i2fEmrQ6HujF3XIJeCvhZ/uh+Qc6PH7hfT+X+H/a54Py7La5WyAHXI599xzSU7uLNJ3HP/X0CclCsPsuLK7ZPDJaMoHrCjcwrzTNpCXsY5T0ydimjpBX4jl7goOenK566ebeNa6myjhoPjhFTQpElFNfsxQE/GZAxGWhSVMhGkhhIll7CSn22DO+Ps3CCEo+WUh89//ByZQ5G+kaP4szo6xDVbF1bnrvqEun9KmIjyKQorXdptqxkbcMQoDevbudB9HJC6f3e8xOAhzBnt5tsJkW0X7WLNiCYwjFsIVb/yAMz6DcFY5DZmHWP/NeBTTBUh40wqRFNg87xOGT7+WTduWsnP7Kkr2VRPXdC4T/pTF4AGtibnOtkmceQ1sfG8lRDjY6uttgS5/dS9C9QYHdu3Ab9kr1kY9wKGKEhRZQVNVRv4xnubPSxgS7+CcSW6Cuk5QN3lrQZhE1Z7ADrO4XjnhFNIT49qdkxCCp7ZuIKqmkCRnGg0VOzErd7WURQ9LvxnHlIvo9VTH0OrPK2fz3IHH+fWchSQf4bYO62FGfjmSAaf04LbpHdktn/vLciwji62PjyYQDhLUgwTDIcJ6iP2by2AHNI55GVd0JsIMg66DqaOHQ4jVMm53qEOfAKoZpFm1KyIsU0cGanJuotuVnYueAWhN9QAUW1BnSJiShCmBie0ZMiUJS/LQvbSO99c9iCzJgMT3eT9SdJjEIugE3oIm2FB2Bm9d83Jrzkcbz4Xlsw1w/+ZcPCOOJqP2O4yPsI4pKdT4m/CFg/j1EP0SM9p5/Q4jtmIduxuSiV42E2dUjL0oiPwhy23ey0iyiqTY78PnfMjeHx7AoWp07zfsqONpi9KqCkDw3POtnowUNY4pEybjifbSbVhvzpTORwiBJEksWSphWd+h6zruNhms4898i/uXzkezdO7MkLi1/xn0/ss8AG6d0ItHzswh8Bs8H5WRfMMxm1Zy4raluMJB/nXrlVRrCSTpreGR8156nz7ZHY0qSZLYP2ISfTcvZcf8ZQyePpHus2ZhtAncxqbbwahNZbsYXzqZuIyOfByyIXEgoZTsa8bw2DuPs/uQXdXVLb2Skdld56sAjOyTwaflKkVFBfQ5YTTiDz8T+rvtMVb+tAY0zQ697PkRitb93zE+HnnkEaZPn0737t1pamriyy+/ZOnSpSxYsKClTV5eHsuXL2fevHn/zwd7HP8z6J3sJdRFCOX8gSdx/sCTuP9nWODYxKvXt2oinFpcxUvfPsnchOWsTN3FqeV2Br3XsIj29GRnTCbX//2JDn2+eulZxMTYk6okSWSdPo2bT58GwDuXnYMfwdwZXwOg7vgKrFxweMARBY4omoWH8bkvggqxKOwt34vDEUV0MAEhmgmEDByqHHH1t04MtivcQbV12BMnY1iig8tatgTGEXNYuMAiveAa0htOpyThIyzCmEoIEGiFEo4yCffnL/DFwX1ULLd5JTxqFkSDx2q/Mu2dGYNbSAQkQRYS+UV72V12NZeceiZG9H6qa/5KqN4e4+ynW/lLvjb+zQs/v92uL0t+mrSEEDefeDoATUGdtxYsZM7WSrZs/4w4KcgoDVxqx4eREQkZ9B8zjgtvvIWD23I5tH0vlQV5VBcVIll1BDvmANrXI8Lx4OhEidMXtFfYHq1zjRhhCWRVJs7rJc7b3rj05+0EQBl5Ko7U9gmjps8Hq5e2GJFHQrFCGJIdFjQDzTYVi3b0EIfLtK/Bp8P70jNnUKdtHnz1BnxhF2+Zy7FaHjQK52bk8NjEj7Cw85jO++wShMtegZuRkIPSJuxi+u1Ez5qvy1ASvDh7HJmr04rDOSOSq+uEa4CG4EHSND+Tvm1vIK67ciMerb3HuXhfMdvLB8C77TVYfhu6kZklM+p37FHoqEMmhulDJyPJNhV694E9Se3TnqHz8O8vOqoHDY2wbdtbjB9vzxuWZfHA5h+oFGmcH1PBHTnTCbeZqwZGkksDERZXrY1kgmlZPLZoGQ2hMKosUWdYEJPGvWedRv9rruCru68DIEmvxUJCjoRBfnjoFkRsFhlNAWI8ieDxoHi9SF4vPq+djK/eextL5pxDZnYS65sa0QMBNLcbzeXg1IHjWbR7Bc9//xMXnXU2Y3q2svcun/MTeqPBTvUQs79cS0yj3d/odIlv7/kDQb/Okj8txXNiKjlnZRITY59fuGAdb3zwIV+aUxnhqKf3wOlY4TC5Q+zcJi0rqzVPyl8N4WZI6JyX6z+F32V8VFZWcu2111JWVkZsbCxDhgxhwYIFnHbaaS1tPv74Y7Kysjj99NP/nw/2OP5nIKqDrKxoYNQj87HXdYIQISSbEwhFgkB0ISS3fyLHZyXz/L1vceBf57MxfgdX33YHgcoAVRt34Fhvct6Dd3c4lhkOIySJgxtKsZ6egarJOL0ag64/DUeMlytfepO63btY8vn71BomSvVOWLeuXR9RAD3t8EQDJpcssN2bt/EGxpYoPt7SGv6QLBMJC0mYmJEwxi8FP4N0AWfvbMa1oxKAiY8uRJUlNFnilbBJmVzHmu+WICt2qCjgDJCphuhz1810o33JH8Cq7/6J4C3Kl29FQiLjmmlkBk9gxyJBtLe9m7tXVgx7XjwTIQQhv84LLy9HES4GnXIicCL19RPo89dGDuzYRX5TMWW5JXizk7miXw6qW8G0TExhIoTg8T0KnqTWydiKuJ9PcFYwKUOg11UQCkK0u+NDTI/kJTjd9kOx59D+9Bxqr8gty2Lr/V+jOjtPtAwbtvfB2Uk57WHjw9XVg98UXZbamsFmu19Px4TMcMi2hBxdJJwqVhhTsc/TCPrQALkLA+gw6uvqAI5Crg4ORzqKbLLtOtswsiwLgdVBDE8gUCLMuNZh46ONoZT+2ARqPlpMqMCN1dw5425LX4fzQ45hfKR4w5iKxCXd/4xbdfJp/tMAlDbW0T02ictmPoIpdDxqLINrY3AB0sAErjrjMoRlRf5s3RYhjPbvLQsiHsuZ3yykpDjAbTfcw8+pp9sTgwxIdi6PAPt7FQIixeuKFYuCyaKtK+x8HySkTcsQwkIXoZYycAEIVUOWJU4+BZp93zFv/jIMovnEcSGr5CH0lQs5KzXi4VQkVj88hTiPhidSilx5OMG3zde4p7Kaf2nxeA0fshBYDok4XwN9U7uTkZDA/TNszZfGZj9RHheyLPPVjLnsnjuDuIZiwk0BnIdKcISDOPUQHj1AdptErLRf51A/7TTM+ARmvPUm3vR0xk2awriLJrNo9wqawnWEfriYcGMuJX2m0hyXgauqgVytJ/VWAEU4CceHkMoFw9Ls+7366bXURx1kWe5S5kcIWSfGxJA8Mpu3zPM5NbqQExN78PYdSzlp3ZN4ADUlhd4LWx0E5EXUxbudeNR7578bv8v4+Oijj47Z5rnnnuO55547Zrvj+L+D67xeenoMlDQvphDUV9azK1hKYkISitOBZQnyws00djFBRwkPIUKoLpXo7tFUbbA/98R3jC37a22nfl3CIJqLojAlB0JWcMxew6BrTyU2uwex2T1wfv8lNDagnPo0jD4Dgk0QaqSxeDefL9zEK1YU8sgphEydAxUl7Nq6icpBDfRI7YMS66Yw9wBjZ32DOn4iTm8UliUortyKnLOP88M5NMvlePUs9iR5KK320y3ahW5ahE2LDco+CtRK2LG3deAuW1xu5AsvkJiaytg//KHdeWX1G0mdquDWmwlq0RzctBHNPZCQs5qVi7cRnxqNqqooqoKqKiiaiqoq6JFSWFNqDSUs/DyPqp0AyUAyscoAzr9sCN2T2ydqhw2DxxcswOVoTVw7LONx5yCdMy69lU3fvc6cHfUoWse8K3+TndTrieoY2pJlGafLg9WF1z9gBpCFhKOTfn0Bu6rC4+jiwW/RpaqqEbCND9XV8d4JRypLHGrn05oqwhiyvZIMN9XhBrav/JktlRUoDheq5sIbncjos25FUVSaSqqQNtfSN2YkZSvyyezeC6e3o8EkLNFuvHZIo6PxZGKiRoyPw2GXtkJnsqagZcURKgghxNETI0XYANRjej5UYSBUmScm28mgn+97B0ut4vw50/BYPQkoB7DCCaiKoHCMycUrEwiVNROTMwFFU5FVFUVROpBrHYmTEkex5s1niFZ9nD4+G9MSGJaFaQpMYWstaaqEIsvIEsyraqCbT+dSJcjgqBFYls3w2VRYhQiY+LJsA1UIKCgsRKgaqalpVJSfRkxMHZIcZqE1iFXyEAA+HDKE/vE9ANtTkhHX/t467PlIdWr8mrufn/MKqNENiE3n3W5xnDa4vVdLRJRlJVkiJqq19PiKy86Gy85mxrWXEZYdnDbv+9Z9hEBvaiZYXUvJmWcAELvgF5KnTCZfj8NqbKZ63wpOHmEfa2DjAcZjl9/69m5nbe9GNFkQ1W8/76W+AsD1mUlIH2/BaqN0m2C1N7yDCxaiTH4KqOaP04ax/KMFqExAskzir7yStCeOKPzYOxeyRkNM1/k4/wkc13Y5jmOiv9NB/+xkkq6zfzQHVu3ms19Wc8v508jobT/wnpq7kdlVne/vDWQSfzCHkqISMrtlRpLtJLROsvqNyKQ9dHoO4y8/g0BVPR8/vplNS6sZeE1rCGRgejrhkjLc7iSIzeIw9YhhuKjkENP6DqX3ENv7tmxPLrVrS5l8xWgmZtuu7EVGPhllq0m58a8kZttekpV/m8mu9UO59ZazOJyJ8OWGtTT5JG59YULLGF9/fj+xVhr3PHwLlmkiTMHX99xFWWwM23WdcCDASaJ9uKZ+4y4WD+rR8r7PwBGY1TU0xu9heyFQePTvIEqxY8Nrf9lJ1U6wZJ2Bp8Wzb18xHIzjwPnn01DnJ6xJeEL2RFUS64HJT1M6ew1PfzUDS3VgIHOBUEEfBsCm4noAnnjviYgXR4rQTsuYTTogsWXBXCo3r7MfRIf/NI2EpnhSjR7UfrsPSZWRNAkpwn3fUFhFEvH8uudXNEXDoTpwKA40RWNHrl191FBaTVN9BbKioKqanVcgKYRCQUxn54aJHvLZLnC1471zsNo2lm78VSLtgM0kiwRel8acq0ajWmHCsoNg2Sr0n+wk5abaMKXrdiNMMAIq3bw5WLs/JiGzF+H8BgaYgzAT+qPkq+z9Yi3R/ZJJ7J/eErsHaA41ExRBcvf/hCo7kBUNVVaRFQeKrKEoGrLswERHMsHwNWP4/ICGckS1ihSRLxCGaMl16AyHjY+2lPqdt9Mx21TqvH3qW/xx0Z2Ykh+vmoBiOnjvnJcYktYDn7+Z4kPL8Kox1Dy31d5fCCzsRFgQ2Fq8diWGjEJQ8tP3qWmMHzuCZUtG4Kip4v0zT+h0LG1xxbxtmALuPqt9yfPO1+fibFLpe8cZLZ+9+9Lz1Pr83Hrrre3abtiVD5V2nsZhw6MrFAdtI/7VvBJqBMjOBFTNICrkp3/GgHZtfZsrqPtmH87esSTfPKTT/gSiA325JEk4YqLRoqOYN6QXiiW47cMv6O1wIMkyi777ivX7Zb7ZYnvTUqlmffcLGFM4i15yOTMP2sKWg4f+zDCxka3SKMKWHcg7LP6nDDxI1ScfcHpdE8lRsfT46kvk++/nUKnNIhsyTM5s2IuxeQbxt91K2p/+1H7gpgEHV8C4o4sb/idw3Pg4jmMiuKd9LboRWY2rbVzGhjCQj1jt1Vf6+eKJtQxgOhKwbU4BmXfYxocpZLROXPLhgO061yKc0+7kOBx6I02OFHa/8TWZ/WJR3G6yoj0488twxLRP2AoHbXe1UFrH1hwZb3Sb8ZqHuSba5BRYhi0x1e4cKvxHKmzTECpHljRkRUaOTOzXvG9Xe6344C22BjdxaOGLyJqL2J5jqCnaxKKfbbdnjNtNv9uvZcKYs5k34yuogLvuuBtZUgjrBoZuYugGpmESDhvM+P5TEuKTuPyyKwHYPK8YKdrglr+djtPp4NdPlpBxcDRF2XfSnP4t2vBszJ17EDFRiJRUehs1DGjMw0mQcK+TcTZWE1+WSzfVzmD1OeuBOHSfDhEKAGEJJCEhGQJ3CPSGWkpqquzSvzYX45SUC3EqbvybOnJ9nM94xquDudpxb4dthyFH/ZX1mzvm/Ey8EDbvvIDsR5ptj4JsMz9KisSMwCq+bfo73PcFsiSQZYEi26/5bhWIR3XL+IMGQkBTdQAswbi3V7BV3wkNO2n8fjNJ1VX4oj2c/dyruNJOtBObNyyC7102A3c9QAqN1NHjkSlUvLCRxHwF8mspXFpC8iUDkDXbQ+UJO/FrPi5e/XCX5wqAA+oPmbx3/3rAvhcPnX8umhnksKdEjs/GO+Fh6mZUUDejcw4VJEBEfjvH8HwIw8Bqox58cnYOW29c3GnbXz7/hlFqXxp6B3DFuO3QihEJvZjCple3hO0VEAK1VBBtxBP2BVFdTgqa/eQU5/P0S8/zxEOPdHqMwzDsy9ERph2yagvLah/02rDhberqtjJeiedd+QoAAmEddxe5PgDeyO+0JnL7Xhmq4e9ndZ4a8PKP74ALEoujuYsujI9OcsFaxmsaIEm4TRNXnJ3g/OXpE6mM8TIkvpEemRYqBi7lBIp2pFMUm8Yv2JVzZ56Zw5gxT9JWsOBHtmJGxp00bRojf/qJtNcfxz241chzRHhc5q/awJnnDUecPZh6/Bz84m8IETEehSDKV8jQUAP0mtTltfpP4bjxcRy/G/rhZMK2D3PLRDoi7CIpoElwoleh2FnI5rIieqz0IoV1hFDbCWUdRjhohxfaGiYX3NaXGR9VoH/8OmXhtgy4AlztXZDV1bb75fMFG3H/uApdUTEiP8z4NoRXls82UlxtQgqmYSGL9hPfkYYHQHaPTaSl7+fnBV8AMkLIkVcJZ+8GBgIHWGYfJ09i+4f2ykpWFPpdfjvjR09CkiSMyHWMT4rrtPoAQHwvCIR8JKfFU5Bbigg4SB/hwhkxzm458ypmVsyD/D6MnHgfg65ozxtwDvD+Jd+QkZLO2U8/Qm1BLv/68/3ERlzJntRyZjsXs+wPOzoce9PO5Sx95iVG338rE8ac02H79odm0hTbSP/7p9llomETK2whQhb7ftyEp8TDe+PeQzd1dFMnZIQwLIOKqq1I5uf0dtyO190dy4rkEggLsKjTnybczc9ZfXsQNkxCpkXYsAgZFot3X0ickcaAzDKEKbAsME0JywJNcRKclsm/YqOZPsKuaNpY3sC1n2+ksTmMHyceQjgb62hITSP29tyWc5EkCafTTQhB7B3peNN6oodCpDs1FIdG5hNjCTUHyP1wDWmNURiftao238m5HHDv4e5Rp2NZBoapYwkD0zIwW/43aag36RHdE/eAJsK1TfiXriZrSDmh5IuRUgdGxMVAUirQegxCsiLu/8jD3nY+2A9/vbgGEVJRPEdPmBW6jnUMgjFhCXa9vphRlX3JG1rLpCs6quR2hv1fL4OtoEYqbmLGTqS0uZ7kbeuPua8OeDoJ0wpLdOC3EEK0m1uqqv+F01mLbjogYnwcbMxjYFJOl8e7KC2Bs5Jj6bF8B/frNTzYheHRboxHqTgWwuoyFDXz8YfsNpJEVckO9JCfsvjoyDjj0I16Luy2H41c+sXCTKZTiO2RjYnpWCEq0ZqrpaWm0nPGjA5tEhJTgUOsrPbyaOMz2D40CQsZJLAlEiUMIbNJG87IjBHHPP//bhw3Po7jmHD2i0dqkwBo6Ic9H60Pc1N0ND5qS7ZzZqw9Mc3SDgDwzaLZjK2LYZB7NDv+NgtPThKSopA2fiCexDj0wGHjo9WwSRo9iEscbqqXNmFNPIf0ySMIzP+cxnUHkOPas072cEn0zssjJisdNSGZNTrsTUplSvcMeiTEtbSLXvILAOu+f5vBZ1xJ2YHt+DZtQUof3a6/6EQXIV979s+UOAthJODynoywDIQwEZgIYT8oS9Q4emWdRVPRan5dWEY29rlbpsnGf73Ksi8+hOTuZPZIB8vq0vA4DL/fz7OPvE50Q39kHIw/p9VVnZ2cxfXTT+Prtw52ml8B9uQtR7L8Db9tvKluezIMm2EcXeTqhCN8BWoX/cpCBhVkh2ovY9ukhlhOCSHBuL4dy3B377YoK7fI7j+VjIxhHbbPXPohKRnxPHpix+qS1z510Nhcy6RHbuiwben+aiguxu1tLUcclRbL7gem8vC6D+jlX8iFUcW8PfpsOjsjYUTi/JqK7FBwOlpj/Q6PE4fHyeC7J1GdV46lG5i6iWVYqAv3k+N1kTLosk6vU1cwzz4Z5YMvCE2YjHPKBb9r34o3fyBcFNuOpKxT6DriKARpACJsEldpX5FeW+PJ37ocIUUUjSLJooffH05FEZKEbNj+iw/vexhJUugny/j8fkzLYtKcP2KrtUbaI7CEiWXpCGHQEA7R3zEZGIIVtqh6eyuNzs00py7CSjUpmPkPGqsriU5MJjEjgNbUtrJJYFmncsZp73H/jvm8Up3OlB0hUsV8FFlBAmSE/biVRMt7ezCZhHxbCQfH4HB1TFoGePLJJwEwTQtfQ4hwMEQ4ECQcCKEHg4SDQWpMkySlc09L4tqtFKd48WkKn97X3gN02s6DhLwSNaO743KpIMmYVQ7ww7nnDKNfv0nt2peVbUeWLCp9dSzdtQZhWsQ0laFpiViSg545w4iN8uKJS8alyZTQDcdTHVlTDdNiT1kT5761kufPGszI/yL79P9L/M+P4Dj+10OSoO1ipLahHgBHG5dvWbCMoBzkzsV3okgKQw72YNr+zgvv1EE9IB/im5NgA4DJ7q0zSZsST2me/cNpKK6m4cABOwNedmPnwgucw4eTcPnlbN/wDzTgpB/PwCGDU8C1KSdxuWMiozZuosftr+M+eRo3LtkKgFlRzIpv5/PalJNIS0qgSm4gEUh4+gNKnv4AANHrAoLqEdUbnYi7KBIoZn8mT3qpw7m9tutnXqxMg2JAOgO1dz19QrtpVKOREJwZ3IirvgxXyU4q/ZWQktmhD4A9e/YwI7LCGWb0wB9IokYSXPL4cJLT26t3HhbA6opC26KVxluE7HCTFEn21M0Qzi6Mj8OeGUcX+jkKSvvygTYQhoXoSqzOiITWuqg0kYWOonRu8JimhdXFMUOG/d25O6mUSRdFwGgSHV3nSFhGGHCgHKWNM8pN5rD2JYoVi7Z2xQZ/VIjI9f0vaSDpFljGb2hnYHVSRt0WskvlJ08pKVUppPd0E+v1YIZN2+NiCfu3H/G+EPG+SBYYhkV54wE0p9d27VsWshkLzu4EwgfsmhYh7IoXQJZUZFlFlh04QvtwN6wHbiVc2IBe7qPwdFvhWNQlYAKOKANLqiW5Wx2eJvsc6uoO4XTWgbAf/A8Onk7zisdYo/emOwVEeYdGslIiw6d12OFwgF76dgbGfsPqRbuZdPbRCyjev+Mh/PV7u9ze3KliDbiDIU4qqqPyWkH3fjdQVPohiqwxNPNR4rJ6ENN7ZLv2Odvnsef79fw4ZyuGGWbUqIuRZZlAoJ6duy4k2vkEvxQk8ktBLSOkfXzvfLJl39XrLuHE29/nveX5BHULzxEqx5YleH7+HmZtKaW6OURKtJOzh/7PJpoexnHj4zh+N4I+OxNdbeOdOBg4CDIsK7bDDal109vtc2loLNU00UMkI+d3nAyLivJZ9tb2lvfbVoXZvuYQoza+QExzUcvnriTb01GRPJwsfuWO5LHUNtQy4KM9JIRWUmystseWbItJ/dkNrzcZVEkKecnp3Dr7F1KdJmsnF6Gc4uCtqBvQAz6EaXJow1gkZN7/9CN6R8fgcTpoqo1GdQbYsX4GciR5UI3eAyKPQ4feo8xKxnJm2cmUsoPCSC7JnBwLS8hYA+IonTiFz7Y0sXV7JTc+8QKpTpk167bw88r1eIy6Tq/xjDau1QFGJlEuF8t1g9TMjvoi4UqbrVTSOyfdsBDIkQecFYyIh0VYLENmuB33Qbt+9YgXqgvPh4KKqXVRlWHaTKadbooIhKmdJI0CKCKMInd+TMuwEF1UwhzmoulMRvyek57mnSVLkelcwwbA0m3jQ3V0rWDbKYTcUQDotyBifIguqnO6wsyNhcxJSkRLVHF+MQuHJKEhIqyroCHhKdzHkMYqqquaCTpUPnzvMWRkhLDwh3yk9ezDoMFjifLEMnfhOkRpGvs9tZx03XjSE4+tZdKK8bTV3n37vZk07YF1Fz1z1L2ufGcq3Yxcgv+8CcMXBW2yHKTYBk4dtQFHnJ1FPm/+uSiafc9s3Wbz2ERF921p/9T4v7H4VzvMNmXUX1uI846EaegU7V3NpgOfUhyqZk/BFtzOKJyaC4fmxKE5cWouVEVDlmWCTaVEJ+WQM348qsOFw+lEc7vQnA7WfrSBhE7K0wFUr5dwnIGrh2DohBuoX/4PFCWK7hMv6rT94MHTcbmi+PLLX5k3bzelpS8yderNNDWVIsuCv47LJ6vvMGRJJm7d57Cndd9x1d/yl+9v58tNtpbScxe0Z/bdeKiOD1Yc5OKRWZw9JJ0hWXFEdUHJ/5/G/45RHMf/KRhhg1jZ2y5cMNU3lXqjntf/9Hq7thOWfE+54WD7pDM4bfkOVAFPpDVyTlp/dCPMdXOuQrJkmrs3MMV0cPeJT9JQI/B6YhCmTtOqYuShJyBNvARZU0g/ZxJAi6T95ae+ysaFn5FUvofgiRlEaS6U2CjUPnai2L0nDeNeoLnZx/U/LKLeG8UOczfCChGXMIZxF9zTMta9hQswK2QCazLZI1SkSBKgO3kXlc3vtTsvJJ0NBz7gTunDNh+Ggd4kUMfotFZlU9JhZ00eW7dXMumFJWx03sYUqZE1/BEdB08/+Ti6pGLKCkKSERK0fSx7I0GC/i6Zlx5YRkgBTZPtFa0qEV1di4yH6heeo2bWS5QkD7JF/TQNSVUJKjLbiw6w+9NPYN8WAOYf3IPHsvhW7UGzmsnruatxygouWcGlqmiSwu6aWoJxSRRUNeGIKsWhqmiKglNV0VQFRYlCaQxjdRI6am5sQjK7UJ4N26U9aidS7AAKYdSuPB+6aJdA2RaBFs9H5x6gMBrOLjRYoFW0Tu6qBLgLCCEjdeGNOep+LZ6PY9Opt8VXFXWs6hbDCeU1GJITXZbRZQVdljFlBUyd6zYtYzugeuIIq4LAqk2AQEjgDaoUrt5PIfORkJmWeT2xcRo+OZXGV/fRyD6ETbwRCbPYIbQIGUfLq5Dbv0eW6FftxdRMFn00A9mpMf7is9A6q8hx1OE0m1HqAmDGABfRy3yfXaElOD1fk7v0eTKHXEJc9jCamhpxu5tYt+51gsG1OBzgcySxZvdcnJobd5vva8nSQUyZvKfj8QBF1ehxwkRu2qpQYebDMlv+I6OhL5PzrqI0Zj+xgVh2pvxAfkoJyhSJS309GH/5uR362vjv/ahKoMPnAEJTkQyBJJmoajSxMSNoaNza5fcpSRL9+k3gqqslZs/6luiYn1i/oXVe6Z7ah6E97fksHLgE9rQn8Hxu1xR+4n3evGEKE/q198YEI3wyfzq1L1nxv1Gt+D+E48bHcRwbR2R163oY7QgCJUM3cHSiYHpQpKGrHvosXYqpJnFlfCU3ntCa7HVuSnc+qLc9Hj8S4NkxZ3JYmFtYFnt1gbQ/l16vjUbNaHV3y6qGroDLHY220q6V7/fq13gTW2W92yIqysvMq+xEuoe//IyfTIhr2MIdn57E2dnTyMmezPm3peA3/Zy3+B4eHXoFlwz+M3ooiGmOwDL+gGGEMfUwut6EM1pnZ0MJFMBTGXXkxKaim2HCZphu3o7CiH8alY0mSzSGDJKW2XkXU9UNFCSdSu8kF48EspCFQBYWE2M96FUVqGVVTA4OILdvNKGATmFdkMIEFw0hnR6qhmYBhsXBWC99GvPxxFQTdaiJuloFybRQDB3ZNCHdXsn7Fs3BGQric3t5I3YcYb8Lkv8IwAulR47YhKhRcPkoPtaBfZUdzkk6LZrn3n6Z8MC77exi2f6TZIVEScGSJDYtforq+MEUdp9GOMqDJEtoju6o2v2Urppvc0goIMmgSAbDjVkMi6khV5nN6l25CFlrUSxGVjmloB7JkCn+bDWSGlEyVjWCiovVendIjO/U87G/vpAwDvRACXsK1+NQo3A63DhUF0qwGlXTMAIBVOI7TYQ+KoTcGa3HsRFhkKUTFtijHg7B6QGZT6+Y2un2jfkHWfYNDLnvcU49sZVIyrRMBIKaugr252/D72sk5VeN2HAy1UYAJTUBKcK3IR2OV4jDr/b/ksAmixE2rw2Ho5JCIAlIk12EZD9SoZuUUDyHBu+nz9COpbeWAmpiNtqdv8De3Wz+dwV3rQwTHn4uQrqYR2OeYGDBpSj7okmI1ZG1IM2+Nzk8xYjaJ/ADfqCt71CIMDvylzO414QOxzyMABIT47I5PfkKguEAVV/3wjJK6dOcAAiuzDuJjMAv3HZFA1JW56EVCwVF7tyzV4+LsC+WXdWJlC6eQVllAlFKPzr/tlrRt894pp2xlaoIZUF83MOoqoecnFaPiSPnQmr7vEJChOn3MJ6d3q2D4QG08J3M21HGzeN7/TaBwf8Qjhsfx/Hb0KbsI6zraEes1izdQovqOInqkm1tD/f4SVUP8Nzg9quIyX3O5YONtvFxd0z7SUpEVqKmX6fmmXtIfefH1uP5fAScNj26VGc/zPdNnoyugqFKCEWh4ayTOPOx9zuMaUrIyU8yZEgay4WPFQXfQ8H37drENtejKApKF7LvAA0+W/ispFalHxpeh5dxmWm4O8kZKNy3mFuX3tbClLl24gucNPl2TgKEGca37EfKycAh6fw8eWKH/Q/jsX3FzCypZuvYgczd/ylvbH6D5mHvElBG8mztxdy442VS7v0AT2xrXHdSZ/1YFroRJhz2U2XqBIRFwNQJmAYBQ+evhwIcDMJj/jzSU3thIGFYFrplYZgWIcvkGcND08hxJIyZimXoNuumYSAMnVCzn7pwPabTxF+VRVhJJCrZsKsZrARUtQKHpiIs+1lmGSDVmfSJWk6NiCFDq8PRvB7VMlCEbr9aBtGuEDImcp6BgoEUCe38K+N8ZvS9F6cuiPe0vw/LfJVM2FyNkDRk32q+WrqST3df3rK9wGWXMVep/0QFSh5bFWGyEC2vQrJrMETEe9DyKgyirVRkR36X31lXEHMeBbAVgY8Bf3UxASWWD7eWstoD0zpfdANQH8nJ8hxBTa9EvIWpiZmkJtq5RqX6DqzF9ahuHyc8+P+OlXpv3k74sA5DdJ6XYgoLRTp83oK78SOFwLm2CqFKJGZ5mVpezfpB0TR7PUw6bTuGESIcbmTxymnUiGmMG3ILgVCAQDhAIOynpOBRMqPKqW3uPJTZemzoEZ/OueOuAuD9WUtoqvu6ZXvQ9JJQWEu8TyEuI7HzPlDoKo+3IOwkJmzy3o5rYQeAPed9kLwIgOYFdjgz1VONIlsokkGqN8RXd97KwJybWFb1OgD1Da8yccJWinbs5MN//IUfJtorhE2XLqTu0HykUBP5eX+n2aty9sSOid1g63LdcHJPnpu3l7eWHCA1xsk5QzK4a2rfTtv/J3Hc+DiOYyJkWfibwhRsLUXTFCr8tYQknV1l5UQ5nXg1BxjgcHb0fHw+KAWnrDI+aVinfcuqbZnfk3QiN0xvH9qQnU4GbN3EgQkj4Yg4v9XcTMhp//r7v/g66z97BV9jLVtKNpCqxTNlcQ2eGStY9usITE3B1BQsTcHSVIb6DrJ9RAM8WcuhopXsL16FqjjsUs2GfBybv2TQoI6CT0eioL4Z8PJ+MJr3S32Aj4kbtvLGtElEudx4HBpyZKXRXL6b2HAj64b/kVwh6D+stZzRDNXzN/7MLOkGZolpnLLsJzK0EF+fdH6HcEY4YgS6FJk0bxoAgQgtfJ3Tnig9r+VQ6Uik1p2KzxlPv+u+JNob1/7ayjJOhwunw0VnOf9/L8lFk4LcedbFnZ570B/gmXW5uOI8pN5x41Gv04IHviCqrprr/nLpUdtVb1oLc0A940tyho8/atvDEIaBpYepXDMPzdLZMG4wXlfrtPZrySZu2BdGSG4eTT5EYmExjTHJvHlJPIYRJhAOQIT2Iiv0MZvkOzmgVDIs5wRkSbX5LdokXgrLsktgI1mM5UXFJFvVxBLCP+djJM0BmsPW0VCdSJoDOToObUDH5GtHcC1CqCi9uyblaizKZfe2P+Pz7GAdY/mH9ABRhmBIJwR9h5GXtx+A9KRjC3tmnDaYHUu/wxP6HUq2vwGHmVzX79vCloaDGMKm/DeFgSlMaq0QauVuKr95GakmwDUVMfTOX44pyTxz4vVcWT6PJjORDYtfBWBo300k9h2Dw+HBEDKK7GJAZp92x/ysKAkop6LyZ3R9ApKkHvFn/xYNAZrSOlfd9NoEXrvilZb3vUvtEmxDgShn54sPU1JR5M5DeInxUTirmtn06BQ8TgcPLtzOnNVlnBFroMkWX0XaTe7rxLBgf2U9G8t70hxsJj4qnlGjZrNt2w3oei1VVT9TcTCE1H0MMBsAhzsdx4AbCOlhcou+IsVRxeb8XYzo1bn20ONn5zB5QDI7ShrYWdLAK7/sY/KAFE7IjO3y+/tP4LjxcRzHxM/BANPKQri/tktG6102k+S3773b0saBg2312xj88RgkHEjCgYwDRXKgSg5UyYlD0sgqLyXD7cKjuHAqTnZI60hVFU45UMu2hQ+juWNxOGNa/jxBDWEIrLBFMD8fNTYWOTYW/AHCLnuCi0vK5PR7X6WoqYgnvj+Taweeh//ibhTO/hp0HSlsIIcNZN1+rUiCVBkURaFHj4n06NHqaQiWrcG16mMatWMnHZ4hKqj8YhajrriU2PQ+PLW/mGXJ2Qzb3Cphr5gGtxV9wz3FnxNUnJx8XsdEPCtsU8qf5w5hSoUcCCksD/UibOm4jki8DEWYDj2KzNm9zubsXmeTFqnoOT3nRDalfoy5+0eE5sHZVMLIsmUU1BR2MD6OBV2II+29djAjVOZP9RuKOf9Xbp8+pcu2JYEEApqT3BnLkTWZ1JF9iMlO69BORBJcpS4SXDuDFGFcfUPqhSXJDNlgVycowkCVDBAQktw8kVbBjX2n823Bu7gdUZwz0l4pWr7aFuPDpWxmSfovzPCuYrQ8mo8v//iYx1/w5wfpkV+A+8edR23X7ak/EnVZe1ZJIWRCg/6CKzr2iM8FJRu/p7jsMwKu/VieIFG+oSzz2te4WZWYK+dyTSCFFHdcx2sS8a71TOs8BHkknL1ice53suupHxj4xLn/Jdd846KN6OX1SIoMsoxS5wNimF/9AzsDBzruoKpk6wbxu14i4BvFlWsKWjb9+NOTfHzKRwRoTa6O79WGl0JAbnlThy6zu91E3Kq19D90BhWLdmLJYVrK9KTDOjGC2ebb/Fq8nhUN80nr2Y2+OSfwpy9msemnH8jp1oviK22PSMABMStepnrFGyAsJAwkYSIJiwuSDbRgE8GHnkZgxw2FpIKkcnp0FQUilTM+3YBhWjQ3hkGBh06YSopDY+7iX/F6NV64wuZRnrF6Ptt+tDjvHz9yq/QjZ8gb6BcVYFdODLt238e4kz6noCnA9oZepGa0fqffr3iRFI8do/H5DwIdjY/c8ibeWZpHc8ikT0oUOWkxzNtRTnPoN1RK/TfjuPFxHMfE4wM0XuupMndIb0Ihk/FFUTRqOsLr4WB1I3MW55HRbReuxGzGucYRMIIEzQBhM0TIDBK2QuhWCN1XjV8vZbfDQVgShCQL2alwZ10D/ZsWI63tnHmxihTqV+RRv6JVfj0b8LnaT5J7avYQ16RR/eFC5sTFknPaaVx2tp3TUHwwnwMLtyAkQffKJ1GMBoIfPYQlogmHs1FiXUiyhN6Yi2WO69Jd3BZ60EdcUx1jenQjvXcOfdLTWbY/D39Yx68b+A2DgGFwatEygrKbQxMfY3Qn/Rw2PkZ4kzht8IW8t3ch28to4eYAyC/aSWJiNnpE48ER8YiULnkNmMygYBFDep8DvUfAaDtGvG3HL/DdMorWfkKP7q/we2DrcXQNb2wsr4VrudeRwL4a31H7MoQ9zSxaYl/T1IWLuPjdqzu0E5FqHclxdOKszvC69SWfSn04Lz2bsABdQNiCsJDIdHv5Q99pEb4THVNqDcs0PfcEsW2iNEuEverdENrwm45rySqevr3o/cS9CCOM0MNg6JHXMGZNJUV/fRursYtQQCeVGRUbfiG3+SGIAtnwMHbYcjwJmXzhb+aEdTY1/R6rGz8WbePGvhM6GAuGYaD/jjyS3tdOYuebc0isTCJv5nL6XtJ12K8zWLpBw8ImpDaGsobNtXKH7zp6XzIOTVVRJBVFVlBlBUVWkWWbO6Rx3S6Y2xoG2zjywXaGxzkPJLZUawEgQf/0jv66CUPOYevaNCBS9XWigeoAIUyIsHyalgGr3UxpHAPLoWTjPnjiBBRVY8x5tpevz9IlbN74M0bNK8QqMmE1NZLTZPNyCFnFKCkhOmhiJXqQLAMhDCTLBBHGlWmQnl6PblgoioQco2FEuzEiv92EOBcVVa3CgRNzhnPO/vn4wjJDig+gO904k/rRq7ae/IQ61u28mkuv2sdlynUt+8xZ9yUp/JuaYBIjh39K7/T+Ha7HoRofF7+7mniPg4w4F99vLqayKUROegyje3SsmvtP47jxcRzHxEkRdr4eETdd/16tN+7PB6t485c6bp5wD1cN6rp+vHB7Ltv/9jK9tx8gbu5s0vvYeiqE/Wz59Tv2/ulZpC/fIKVXPwKBeoLBOvYdWM2Ax/+FdNY4krNOwvIHsZp9WH4f1fPnIo6gQk/1ptKtwk1KvROzIcA+lkPE+NizZhM5B9Mo9FRgWH2BIrSi72jWT6PZnIREyF7BkIaPiZh5W4kdGEA5SuXDYSp3pyeG+vJaUuOjuWpMR/d62YaHMEUso8f/ocM2gNqStQBsKf4Aa/8CimOyQLmdm+cuIsOh8ZD+M70221wkW8bPA9nLP/b8ypU9hvNWcS1kQZboaABkZNnu/PG7P2T7/ksZ0ve3q1jano+jr4CvmDaF12YuRDM7V7Y9jJv+OZWmg2VYusmi15ZjdiGa9v+N8THSyiXTnM3JOXmdbg/pIeYsGk+qu4ZSvbUcscm8gFjtM/zVGlXbY7g+ro6Fwyx29jw6bflhmLKMIzEZx5DOY+5mZSH89W1KXvkSy99M3D0vArZ3QyB4aWsR32+ahySBLhkMSd7BjUNtj8vkiblIstJiXCR5othxUk9Wlu/guUPNfLq8mry3b0d1eVuSfYWioFeVk9gZNW8XUDSVIfeeT8kjKwmXdvQodIZQYQWBbflIqmwnqMoqWnotcReNA8Ogau1ump97mKhrH0ArakRSZbzdkvGX1xMwBIrXgyvOizvWhXpE9VK//d+wefCVVMXU0Zi8jf2F89iVF0uP7BfIyTkdVbLwdMHFMuyW0ax8dDk9TIk1O7xc9tgpHdpYZ1tYlsXi97+hsaKJ1V+/RkNdA1bYwnZiSIRMH0P0IWScfQEZQzoPPXaFeW+exZDmfWy9ZxIAY9bspiEYRot8j9kpURzKqyOkmzg1hbT4NN68zp4b9j/1KqXxJzPiso+JK1hN3ebLqItzsG3BKIZO24CkqATCJs1Vr1NmnMBFU94lMSa903G89ss+YlwaP919CtEuDSEElU0h4j0OlKO5Nf9DOG58HMcxEa1IhINhGnWDKFVp91DaUWyv2p/8chMfxyzApQqcqkCVmolWVN684UY8bhdb3v+MXjvWkJ/el9OybNdhYf5WCretonH7FnoiERufSUJcT4iz+26qCxOs+wJl4nkknXphuzFtDuYRvTG33WerZ33NyH02AVcwSUOqaubF525ElhXOabiARs3HuCcuBuzJRAHCH2yH/AYyn7dpyRsP5dLwbhnKxmFUpCwjY8IZdAX9sI6MpfHR/TfarlnFjcvhYEBcDTmnTiVt+t1IQsdUuo6p1xQXghcsDJS4vfQkQC8zj3VyKvWuaP4gEjhMK5biz+Vg1AieK0+gPriYi8dM56NS2KYkM3/LIqYPP5WQrx6nNw636mZrwukMq13I9z/OoOnyfpycGd/lONrCFL+tgENXVL5JSGPvlz8ySLK4f/pkkuLahxFkWSa2d2bkf0GT5aCuIYiqyPbKUJZQVRm5qRgA5Rh04J3BErrNuNoFGnz1xDtrqNCnMXXUXYBtAMw4+BoOeSynbrHp0kdVhnCEJbb2NrjnjVe486Kr6Ru5X0sPVVFb2YDDqeFwaTicGkI4UI6SMKqkdKfbX2+j6Kl3Ca38gqbaTzAlBQOVJEnQ3ePm2rRUhBD8+1AxW2v6kmZcicuT0X61H0GyO5YLep7CedkWr2+4HVFWQnOfHFBUhGVC2CDG14hi/n63esBqxqoN46uswZvSeaLlYZQ+9jXaERTdalIUzkh1iCN3PyLczM5NzazOO8zTc4gjceX9/WzNmDZIrN3NB+OeJE2k8dTIP6DXOgiJX8jPf4ecnNNRFD/Lq2bw9EfzkdCQ0exXEXnt6eD7vNs4uVmwa9cWBg0a3q7/w8KJ5f4GDkoVhPeF0V06wiWQDAnJknAEnPTV+yIFf1/ZNUCsCJPv7sarC7/FIcIkEE+hI4NlFeVc3L0bY7vHs3xVESuK6zi1Z/vcMgUTEfHMSUiM2N7IwRP6kp9Qx5pZ56J43ASFIMVTQ3nNqV0aHgAFNX6GdY8j2hXpT5JIjfn9hv1/F44bH8dxTPT4/jMk4NV5EFJU3EJlhNGTTCWLU0yLkXhpNgXfSbVIUTpBHbaXp+M3vOw4WMqJA3uBr5nKhAzOWtJasbL7T7eRvc9mGg2rEJPU3nMSbqzHCThjO3lgBoIYbeTIZ859F/9iW5/ENyiO5PRuVG3dTaiwkuRAPFHpURQ6K6mtrSUhodVzc5hS+zBisvuj3R9Dzd/zCFU2UJK3Ds3lQXW40TQ3msON6vAiKxrhoF1y4I1NABEhjDKb6a5WMSVuL2xcSWj9c8QjqHYMRN+/ncq/3ouIlFhGCKzxBZrZ6snhjrc/wJ1oTyYnP/gT21IV7h4Jk5qn8Ka5mgvlVdztfRZLSDzEG+TX5xOfMgqop9yRyB/qYdYrpzC2aQerY89mXMNchkXOa2d1JrO+3cao3gmMyozl9hHZR/3ODSFQfkPs32noBJ0u1qd3Zz2wYvF6Vl50WpftZ7ncrHS6efr5jiG2l9WfuUSFghl3k3P/T8c8dltYQu8gbNgWJZGKKNVYz9b8DWQk2mWHpz3wJL/8/cl2bXdl2+f9a9y/8X7gJ3PwWG6/cCrf/30jkt5+xR3PeALRxUcdW9QV9xB+9iO2RY8lpu8gMA2EpbMfOOfM20lMtXU9lr26haawi0GnH52gC+wH6OnjJrFg4xdcMH0QQ065vmXbN0//heLdHbV6jgZJkjAzJOLLk6l7dTcHYurg5EHIHpedx6Hawn4osu3FiMvGKN+B+7rRRHmjQJZwj+jX0p8rEvoY3b8Zbbib7QsPUGrav+/JY0LU55ezpTqbeS8sY8JFdgl9U5/eROcdYOeFp/DF1LsYknVY1O1Kfpp3Ki73dhYsuAq3ZhHnTGNE/HjCVoiQGcIQOqY4/Brmme4zebzwYmI/a4YXOj/naDUGr9zAY48+hnqEoVe+YxnvfrcE1+/kfAHI8hVS4kplh+nCMhUsEWBYcA/e+bNYndKXvrrJHUoNuX+XyPW60FOj7JlACE5snEy6tNvuSNgexayE6VSXFCLkMITB69XYWjWUdfk9qK0LkBDf+RinDEjhtUX7mLmpmItHZv3u8/jvxnHj4ziOicOPoG4TpxIIBWlet5EaZzNK31jMoEm4tJkx9RZ9R8aTM/Vc9u9fxM9bX+GVTXfy2co8BmSnk7F7I1ENNe36dTaHyR2dxujHX8Udk4A3un0cUo+UDLpiO67CGgoP4W2WePYvV5A1eCiH1qxtkRZ54onP27Ut37gXY2YVC40dLPyHPSlfdtll5OTk2KuuIx6yqjcKIZloGzPYsmABuY2dCWUdJj2QcHo9JPcYR1XBajyxvfB644C9FMVNQgo1IpkhlFHX4l/4DY2bS3FnaMgRCnCBRFOjBt1h+5IdpG/ehyl0vEoMo2tMXtgaYKPio6/+AIXcRcrelVQO+JIgLn7mdBL3/MJEq4llmp2MuCJ2PGObdjCuYW7LSNdk3cQB/ygaKnwsLvexmKIujY8NlbupDfrwGyqydGwPxNzJo3hp/lI+zbIZJs1juPt1qZlepuDysSdgWiIShwfTElToD0H+cnKaVnJg9yZ6Dxx51L7awjSDLaRwnaFXWjZfr7iek1O/ob5+E2DrsAwZPYohM+by9UffEvXBu7x/fgUH0+37QTETUROyqNq5kvv37qKXMQBvD52Rk3sRDuqEQwZbvq8mydG5RshhWJZANk0aM0/m9Kv/1GmbRl8l2yszuGNc8xH7Wsx994/46xtBSAikiNyBhBWROt380w/tjA/TMDrc078FA/50BlU7DlD65WYSG9Ngfgfyl1Z4EjEqd7Pj2cc4ddGCDptFxPOSNqwHceeNpfd5Y/GVVqNFuXHEeLEMk9xbZ1GvpbP+/WUMBKLzDuA760wuea5jftKggc+ya/dTSFIuKnBCVC+emfJ4l8OzDIv1T/zIEm0nac/swOF0giRR7C9vEWnThUGqMwFVUbEsg/Ly2Xg8PYiLG4UZIYCT1d8WfmuLbK+H7OYD/DLdFmMsLN6F+vmFuA0/4Vqbk2iYI8wM8wpohKA/8p1LsE0/ByHJ9ASIiFxqrlQGJY2ldpl9nyVf5EB19+D5LRs578WlzLjnZDLSY44cBndO7kNpfYAHZ27Docqc+7+EVv0wjhsfx3FMDBgwAMMwuHqyXf74jw3biYn1MP1SO6fAX1xK7T8PEJ9oW+B7c/9BvOonRQ0yNx+K3lzIGVHdcLlTKZ29FK/Xidfjwmd6EUnxZPYb3ulxjSY7pOOJ62h8pPk9yFYY14Emqg+sbDE8Ys/smHNhBQ2CR9Bqz5gxg7/85S+dxhc0dzTxd3Wj8vV8krMyyZ56KYYewtTDGHqohWwsd9kemiqbkCQJT8RACjT76ZVYAoBv0Pls2bEP2Qnq7nzMoiK0/v05/9sZrPpqF9vW1JNmFVLv38bo2N7smP0lmVk3IkcYTTUBp1YYjDNDCDlISWyA5KFXMjzzXC7Lf4d3uZsvlNFocphxYjlD/Pk8dNPr8KRNQb3VezLDHpzHWGBV0M/BulrOemNb+2tjWSwv20rQNKjTw9xbGMVhufcUuZFjISkpscXwOKv4II+cciyDwaQbTdxyYUcF0vJ9myBCl9EFiWn7sRshapb+m9D2HxHpBdBJqfdhxLodvHjt43w7b67N/noELr/xErjxEs4+8hiWxUffLsWfuxeETMDtYMiJNkeC3tTMlu+r8c35kT0fPtrywJdUlewvv8B9gv378AVCqMJC7qQ81jBN5m1Zzr9W5gNpnNS3fcVCc30x+5fZYYuYrCNElhDEZAnSB7TXmrEM479MJpU8uDf3x33HsM2f0f3ORxnUfyDCtGytHlPYnkLTgroGCj6uIKYk1Gk/4QI7xFL28MOUPfwwnnHjyP64VUtFVhXO//NJHPp1O3sX2WMNx8Qw4uWXO/T1wz/+zL46cMqDkEQ/zFg/Ub2OzlMhqzI/O7YC0KyGcEfKoxO0GGRZJjulG7Ik03OQXa5bWvYNubm2MTN1yoGWai6lC12jo0JSWgwHgO5Zg+Dh3A7Nej72L0xDcM4LrSKJH/9xFlubz8N6+VOk5nIcvksZKSQ8089ETd1A5TdBqr4LM/SJaN6c2Jc7lu1n6hsrGJ8QjSqDioQiwdRBaZx9Rl+eu2Awe8ubuPurLceNj+P4v4cjJzJTWChtWCD1ZjtJTfV4sCwLl2svMTEXsPDhMzn5uQVsq9fYNjpS3bDW5sMAYOzDXKZtpCs9T88PNilPxbmnU+1SkDUFSVOQHCoZdfXUR7noef0lVOzfSc3OXJSMOG667skO/ZjhMEu0jqWQDocDYVgdz88M4E5Nx5T2khHsRf3GZob/qaOk/MYf7KqSv195NZJZjzOqB/rQi0iouhEL+HnVdgzJSaLswLBUGj198A2xOF9zULSjCtAol7tzcnoG5Y5qpkZfx/baZQxJaF9t4FFiCJ+iMO7scTSV5bF+11VMNN3ckqPiSunG1v1rEFVv0BD3IACbPaeA5mbEvTNb+hj3/I/UhyIrdGertbWtdj+X75OxZWntifbN7vW8XdxI4pEie10gxtfMoIYaPrqm4ze54PslPLTSLgeUETQpSUySajq0A0jrN5It3vEM960gZcZ09jr7kXTNv0nKauVzqN+xhKal70D1PqKtapIV+96ry4ymKXj0Co+KbYtxKgH2l/uZ/dM+enWLZciQzstRq+sCNDWFmTNrH8oeyGYAAN7EVkNYRAT9tMQEvL3HYek6RmUlekEBh668Ckmzk/z0+ERUoNlqb+XW++q5+aPv2FCahkuJ47ULVCbktOf8ME3baJ5y2/kMn3zTUc/vMILNTVjHSALuCpYQpBQdQGCxZ/5MxvR9gO7pnV2jZA7MjiGlqoJfl6xgyuT2vCxxF11Iww8/4MjOxrd8OXphYYce4vtlEd8vC79ezeqYsUy94YZOFZ7z6wR+4WJYiuATXxmKrnBnj47Ga5fn1EfmpkvuOGqbw4ZHyz6R6678TvZZwK5g+g0Jv7HxMvkF7UMm6fF1FNU4KC6WMaweNOqj6BluIhlwjBiNe9EnBGp7UfnCXM58+lIW9kng7dl7KG0KYgAGUBjWWbu8mV2F9Qgh2FpUD8DS3Eom9f89uj3/vThufBzHb4KI/Jgs06LB8qG0mSQMn21MqFHRFBRsQJZN3K5s4qLc7Hz2PHo9MpcrBkZx96QcfM1+Nhwq4uFltqvRHNEqle1vruTCb6bix8IB9BkguGcHRJ3QHSsURug6IqRj6QbOGINwTy/3LUtCFuPJShxBpqbw0D9mcvIJ2ZwzaWTLRGYFDU42BvCNspq+ffuSmprK1Kk22bEwRTsCs7Kd89hdaSckMs1+cZWOBzoaHxUnjCZ180qaug8iocIF6kAcuwUfOl6mIcEO75wVHEG6sHNWNqkH2E0+kiTRLd2kdr/Gzc+P5IOXZ1OlHiTPrCPYsJZCs4iByZPoRjoatpFXt6uGfHktgbxDSDkKltbM9i1XMunUpQQCFbgAqfkD8stPY8RD7fMlnvn8cupD1wAQHpbAq22cE3IkqBZHI1+ekIwiyQxOGMJ7JXPa2iidwrIs/vDlDzRm9mSNN4otO/cw/ITWh8Jrr8zgo1KFoOrk1kQflhCYVhNnjO/c0wWQevHL7PjiZuodGYz3L4APRxLsfjvOa5+hbu5HJGz9M3FAjRFNwJNJU+pw5KSeVMa8D5hsWXQLiuRGlt0okgdFtv+3jCBF1jt4NdhVG8P7O/fhwWBu0sktx06Oiyba4yIcNvj0L6txCgkFaNIg5wy7OmvqpO6t5x/Rkomdfgbdb7LzXKxwmENXXInZ2AiShFETJCr9DMiQSaxKYuGLa0CSEJJgr38PB6M3cusp3bj39PtxdVLB4W+sB2D5v2aT0Xs0qd2HHv1LAeorygBY/O/ZKIqM6nAyYvp4PDHH1vaQJYlHX3iFGctX4Pv2U7544HZG3v8Epw8f1qHtmFtvomH2TOryD8IRxoeWmkqfBT8DkDty1FHDQCmDu7OwpjuK1vmD3kJiQjeZyTc+Sd7cG3i7ZgP5BRqjB5951HMJxYVw1jtJT+86KfMwhg75gG3bbyY+fixAS9hF+R2cMy2QZNp7qGyYpsn8D56hrM4HQmDWJ2Hqo3n7vnkgwYjp3UmcfCKJAFIPwsXFbFsNIqZV+Trh/qupePJ79HA6tX//hH4PXMfrD7a/9u99vpUPdpXx7cFqJCFIQSJGkhmaFff7z+W/EceNj+M4JiRJotZXy8+bfqaiwVZP1MOtYQzTb1d9OKJjWbX4YTIyISFtIl8s2YpuCgQyKTFO0rrbxFJrQ3YfV0wIc0NsHU/8sydJyYP4OHgIU4ELHZmkeJIJxevsnNyLS6Z0zBjb8MRoqkU86GBJCoUihsImWNME35RWMmfDN4zulYzHpRHcU8YgkcoDt99FVOoRIRxLtCa1AL66fLAUerseA8niQO1bBLwddU0AKvoOZsHAE9l2zmR2FdSxcmsF5bl1BI0dOCOXx5WVCEW2CzZfriQzZMdmY+NsoyJc30yzFSKpYjxB1yqac0bRhGB28ic0ak18sP95YhWJ1Lo4WK7jIAN33bMc6vcVWupmfI1lTB91Dd/Of4skdw0Hd5/Oyl+7k+P5C6rDiepQWb32ZDJFJaedBu/GZvLP0lKmZtWR7I5HWHbSbA+1gRHJrXoYAaGhSOGj3xhCsCDTdvlPKimg14j26hWbSn1EhxQeHBzHdbdeefS+IsjomUPepC+4e+4ublad/FH9Ea3wS4Jv1ZEQocAuHf8PMqZe126/vYs+Atkk2FyCJYew5KD9qoSwlCDItqEwJOvfvDN6DG98MAezcSefvr+1pQ+/7OHeO28jHLRwCAj3jaJ73zhO7h3HsEEdV4xm0L4+bRfrssNBz+9aPU5lz32B2didpuYiYmLiMf0GEqBZBhfpfdmYPI+Ngc38fVUuiiQjSzKKpKDIip1z02AfwwjByp/e56Lb3zrmNfTG98VXt5+t81vFyXwNfqbd0pWPsT3io6K46fQpfJK3ivpVW8ndub1T4yOjZzY1isLAN55n/zvPIxDUy7E0nnkZpz55X0u7gLBoaKhl5UVn2XIIkowk29IIsiTjQ4L+gzG78NaYQqCUrAPg+lOeYsl30/lb7Tr2zphOjOpBjlw3GbuKRUJGtmSc9fa9WbWlgZn588AyCDSWERXnsCtedB+JrhDR0bZIZobyKI37AywvnoW/aDPgoHHD9+iHtiBLsi22h51347I8uLxRWALKpWqEW4kYWBLJgWpkZPILd7fxglhsW7WQ1U0xOPAwKaoK0+2j0VlGc3Mi+J1smnnkPKMBFqFwa/hTwiL51HrK5qfhr+5FTEUN6hFz2q1XD+NWhmFUB6j451aUGAdJNwxC9f4XQkj/jThufBzHMbHJ3MQ89zyIRC6mOKbg8rS6C6vqS1nULQOpYD2hnqdSHo7m9Zm/sqOy1auRnRRNwfaVlC96k6y6Uj7QVIJrHCwRidRZV/JjvYqRVUhfVP407R3iE3ofdUxRBPELJ92VGsJCISwUfMJJKBI6WFQXzaJNQWzCoSjAx85O1DWFJZDaeD4sw49suuhxiq14uef7t1A7cQUDhITAIQT+YDPhsnlMGzqAHuePZcaebD6et4yxTbksTK7kwqI4FmrbaJD99KtoorawDHdiNBDk43fWogRMqtNWANCoNVLtqqYkqoTJeVewrMkgqY9OrLOchi076ebtT/pJJ5CccRoVzZtZv+5qxpz4Od0D3fC77XBGd7WQqIfvbhnnq5FXx0mX8lHsIPKsDAavPcRZ7l/5KWBfZ4fUfuI/YGVwIACZizYhIyKid/YfEvQzw/xw6knIlkVqQw0nbV/Dv7evIYzMXAbh0k1K5BiGOhu57tbz+C3Yu7eKf/ywh3l1dijlZeNyzo6JItv/Ja7aGTSaV3CI8aQldeQrSf31RYQDBj/Z8QErhMDSw1imgea2s4NGxGpsblTJmWC7t1Zt3Easv5j3/hG5WqkS/bPO4KJz+3Xo7zDCxXZuj15wsMs2cnQURr1Jzj/bG18H8/fB+xVEO1QKwwEWlGzBQmDZrO1E2Nvtz86EixZnkZdXwbLPZyEpCrKsICu2iJ+iqAT9DTjdBrIsYYpsXAkTueGl0zENg/duu5KGihIO7dxPUlYK3iNKoTvDrtVfU79qK9XxyYjeXsKmhaMTMZP8yyczbussTFRky8DcI2HO/pqtJ45EVVUUVUYJhTG9McSmpGKZFsKysISJsOz/zUheRUjr/HFkoqB47WR0d1w3Xpn2IX/65VbW+ItRBJgQ0eGh5e/i9f+AtOUA1FRVUl1VEeEFMqBGOoLcreGII1YBDhQMUnf8E+cR+WJHorPU7c3ROZx54AjjPW0yRIh9r+mfxvCMVpbfytJaQsHW9sISNOxfS581d9PsiTDt1hXAv89BaSgkPaE/FQ1PU/dDMUk3JbSbww6jaXkxslMh5Y6hyK7/fY/6/30jOo7/dfBkeuAgDPflsMW7hziPixGTx7RsX2K5eH5gFFT3BfqCNAXVVY/DHeCXG0fgUBXC1fn0mHkWPcCW/0YljEqcZIdsfgydxKgJH5HRqzMO0I7IcVSSE+fhmjuvbfns8xlf8tctCgdeOJdgKIzPH6TZH+CzH/L4sLCe8soQ3uYg8V6BojmRVSdmYwipbQjJ9CFbbYwUyUSO2cOmZc8zcuIj7cYQsgSasCh9ZyrDG/aiSwqfTP2Bpxb76BYywAFNoRDf96+h6VA9KT4XadvmsPwJg4n33QqUozTG05zWWha5Mm0lAdX2RpRlbKFXwzAKapt56LnreOWys2nwKpx47g34G7tTvOALHMnFFO35DtPYj1KvkKZOw5F9IeKrNMxwGD2sE26uwnXvfVBfzc7pKXxWsI4vGr3sCbnpKZcx1hvk3v5j253b+LItVMiJTMxKxxACQxB5FfxgauyWZG5Ysg5Li2Lavu1kRXkRQnDQdHEoHM+Jrlr60siZxyjpbYvF64r5ua6JQZrGLl1ncpyXtJPOJbx8J1b6iRTlnUysFU/5wl0kD22v6yEJCaF0HmeXJAnF4USh9XtVELhQuHiKfb+dOnoQizbsIBTW8dU041jwFYO+u5mtz3kRiopQNKqShlCcOQkzKt5m54zwU1TUdT6NhgorCB0A2dWxaigQ8qMBF2ZewdvTj26cLdu+jp/WPE5qcZCNxR8dtS2A6p6E6jRwR9thFkl2U7TzZ4p2/ozqTOLOjz9AVtROk1J/fPdGircXo/tlQOGTi+/ECin0z1/BH/q2z0V6css37E5ZxvZJKo/X2Ayuq4xxDNi/A+69rXU8QFlyP656p3O6+kVz51C+cRN6F0a+gYqa3Jpg2i3rJL77w7ZO2wLsnzWXhUBy+QTOOidAj7NsZuT573zJ7qVfcf+MOQgh+PaP57Ks93B+GHoushCM2/grI3esYfJF55E+ciKqv5qAdCY+07ATSIUAYRH8qgRZkkm4sj+/LpxDr9pU5Kvt0I4QFn/MMylxppJoCE6wTIZoggEe8DgN5laH+U6NxdTb87CkZHRkHK0KxOKWG2k+nLy69AW7/Pb21Sipg0jIq6f6ox00rywhekLHUtpwcROu/vH/Kw0POG58HMdvgKzJDEgYwIeXf8YDX9zF9/HzML9r4prYC5HdKtvctgX/aoKKU5UYkBjD1bmNBN0aqW6TXYv+zYl7ngNgberljPrDqzgVFY/mJKyb8Hwm0xz7cP5GwwOwZVAd7WPYYcPCgf2jdjkduJwOEuNjyKjbB8CpH63l5QlPkOCqb90pIuS5f4EX1YzFVBpRRGvZWlrSVRTpn1BVvpXhlsVfflnKluYg9/bKoF6RSLLK6NNg64lowqRi/mdY5nkMyXJCNXBgL01AkzOFoQdzMUyJQffegeU1Gbv2CfbecQbbqwvYlrIXQzIIqSGSAon0Su3N65e9zgf/nIs3L5Ud+/bhiulBY+VOPrz7EW7554uE3g9j3alRE/UJpEB8+QAGXPlmh0tlhvzkyoLwW79S+tavTAWmAjl793R5eceWbyclJZmrTzm3wzZ1xQa+MjQWRapiXnj4/pZtS7bmwde53HbZWCYP69Nh385gmCZhyyBoGniAn545Ql11wnTAVq7IfeindmGyw5CE9Jtl7dd8t4RtRbtR2uwQF+3h4im2RyXQFGbRjA/RDB391LOxwmEIh2lsSiOoxhATpWGZguY6A1MymJe0m+mdHKdhznpkVwIiVNZhW5PiIwYwNtXR6c4R+IJ+7tp8C2KsxU0xf+IPE67AMg0sw8Qy7b+gz8+3T99FUo/hTLnuMhZ8sBnTaDV4Ln/6FaoLy9k4dzZ1pdt5/arD3iEZJBVJkkFSkCQFy2gENPpP7s1MKQ5LUbjMu4+Lu09nXslO/rbueSxhARK+5h3ggj2uaDL90Vx0/U+cEZVE8d6DGIaBqZvohskDX22mMCaVxm8Wcfulp3Y4x0DIrpiZvWw9P20rRFZkFFlGUWRkWcFEZmN+DbUfzmRAooWmSZhlFcSEK1BdGpLTieRwIDudGAIWLrCTg4f3OUiPs1pFD311FRzOxZAkCdMSlCRkYigqXyQ18uc+OYzeuoJQTR2SroE7C12RUTQFRVVQNBVFVWiSNqAIBbX3YPaJOaTTnd49JuBxRiPLMhM2zuXXmGjiVYltDoVlksT/p737jo+qShs4/rv3Tk2Z9EIaoQRI6B2kCUpRcGFl1RUbC64FV3fVdZXXd0WxrbKroq5l1xeRLSgiKgsIgiigVKkBJHQCISG9T7/n/eOmmoTikmDwfPnMJ8zMnZkzz5T7zLnnPAcn4DSDyQ5CEFh59t6UqkYCRkIDQNZ26DIBYowZUbaOoQQNiafk8+NY24VgSayd8q1XevHmVhLY9/zW97kUZPIhnZNX92JRLVisVl654y3uf+FGlsV9w5hDg0n2JbFjuPE2eqjQ2PH3Ovw1ncvOkFJyjKDXJjMQyBHhmO75kqDP1jP/wS9QVT8mxYdJ9WEST2NSPJgenYdmArNJYDJDuz65+MwbUFUrmmpDVW1opgBUUyCmMJVwawB1f1O6vX4sSu0vitxSFyeLnPSfkMKrB/IRYWaCTMVUeMbTK2Igut+Dr7ySMtdezJYQhGZ02oZE1Y7IPJZ4BTOOXYU13Mnh9ZuYbwmHcJhaDK+eWcCNZ4waBx7FhEX4mGpaxYk2V/Dir2/hzcUBuNxeuqUkM7x3Z9bd9XssfjeHVszHbHGR4CqgMK+CYwGnsLjKSS5vgx83v53wJN2TuxkziqpmSDiCA7lmxv0s/cssnGXG7JEu02ew4sN/kzDwDKHhFRTsdFAx4hSB8fV/BWnWAKL+NhvX6aOULluGurXx2SZ16bqCqYlKo5MTYlhyKAe32cIkvX5Zd29Vb4CpqfXGGzHovYm4tRNGaetUmL/8JHbNRrDVwdVDx2MxW9H9fjK/3I6GhqI0HBtgEwG4/W78Xh9aE9331Y4cO4qKyrBegxu93h5sITo6jLLCSAa88njN5RvvWQvAbc8YpdT/8b8bKc13YXc27N0RQiDcfoTQSXy54Wq+AzsNYXXkPwlSzl4jxOlyIRSduyJ/x/11dqR1LXnBKL3fJqUniWndULW99SZbxKUkEZeSRNsendi69Ct8Xi+6z4vf60PXfeg+H36fD93vI/twIYm9I5lwz2/4fOuHBFeU8Ur/G1AUhQ+PrqO0bD8RYVcAAmvYEFICO7Ll1Hv8I64b02KMwbgpfetPF45a+B+yiGDB9lzubWRhY3NgOKrLSaleiFpajIKOIkTV6AoADU/RSI7mhFbPxAYi6HJgO3E5m+vd19eDn6Omg+vanmzatx27GkB0WCRnju6qt61fh22Jxmf9lnwHRAShqwFs/mItm79Y2+Rr0snRj94RV3F69jauZzR6ZSEnew/iRN84xv3rCwaUlDAqy80VMycjhOBkcSUZZ8ooLHCyb/tucn0nCI6dSGZmJt988w2VlZVER0cTExNDmzZtiI+PrxosX51lCyjLgYIjcMX99doSMrYtnsxS8t/bR/SMXpjCbQghKF2TCQLsPc69svGlIpMP6Zw8ugezZvzKVTWVKePuZH36I/h+GUGbzoNZX17BaWclJbmFPLR9N4uzf0+Q3wlmOGDrhf26F0hKHYCiquzO/ByLWkFqmh+fV8fvE/jKXfh0Ez4U/D5wulSyzsRTHLSdkB4ZWD0KuiLwqwLdh/GLoKuDLhWC+Lrt9PmxVK33crKokitf/BJ/nS/hCFsBLw6HQMtyDpUt55RzIHeM//dZn3u2swKw41MtvC6MnbHF48ZjsRLpKaLAHE3Aw7uw2wLZ89fR9Mjbyl/zf8vavy3DHJfMvTc+i71qxHzwo9P49sl1DF7wCZqAU2lRTJ52N8eeX8qdn+tAVaXM+fdyGuPYdVLqVHKjgmnbJh7aQHhCD4qyjVVCO0+5jaievflw1qNkagpQhv6XFxj7UsPej6ihN3JiwayaxCPgHMvb+/0KpibKhg9tl8S++FjsmlZvyjUYvRgAJq3xxKUxbu0Eqj+Sdv4Ejpp3MzfvLXxVCcbMdSUM8XRDW+/CBJjUQHyhDRMbi2LDUmkj+4+b8OlefMKDDy9+xY+u+I0ZTSoomoJPuAi1BDJw0lkWUBOiyemSu/62Cs1mpmeqmc3rXHQrqn0X6j4/wqeT9+pyfIURGK9i4xRFRT/L9QA+3YiDw9qwiFS1ytJ8UMxceYtRpUTXFVS1YdtDokIZPX3SWR/vbw8vISDcqE5a7IMygtlfdJSu4R0oceejmSNY97P6g14Hz9vF2ZZAfv/t2dzyzPucLG88nkIxEXhsH5Ofeo2u36tZAvDhkgPkfm4UPJv6/GB8bh//nLWFoDFjSJn+NMLlRLic6C432/5vLx6PMaZl56vVAzVLgGx8vm7AOl546lfGANVKnWc3vEzslIeZeloFRcUfMYVo12HSJvbH7/ej+3Wjh8mno+tGT9OJjZlsKznD0D4B+Pw+8vynyD0eStvtp9mx9n3QBUKp7WFJCgvk0M4eWE8FEvJNEiGK4Lt2SWxKTyc6OprIyEhOnjzJzp070XWdzp0788tf/rL2cLAQsOUtMNshrf4hOsWsEXF7Grlv7ib39Z2YE4LxF7vw5ToJmdAeLfjHNci0Lpl8SOfk9Xsxq7XT4Nw+48sp0BqE2WLBHG5BbC3km9fnMtFTiOhoo9BkZoHlBh74/YuodXZibq9GeIib/vdNPetjvjFjFVg9pGjDSBo3v+ZyIQS6p5SvvumDEt6+3m3cPh1VEaz5Loc739sOQKzDyg39EnF6/Ph84RT7OqNae2H3fkKA0nCtie875TK6R2dF55CZacJsNuPWTMzDiln48FvjsduMQYyRN77DzrVvE53xERn+LfytPINli8pYdcvbLNy9jud2/QYxUaPn7DdIsIeS2tGYNjkwIBXYR1aclaB7p6O7PeguJ7rLiW1NEShm/H4drao3Qalz3CG8azd+NW8h3y38J2vWriCh3wAa43WVUPH8BygohL85k5iRtze6XTVdV5tMPgCCLI1/qfmqsj3TBS5cFWkL55Mp/6g57/a66ffvfjyf9RKvHnuMFJIoj6+g7S8HkxDVcMDktoKVhAXHEte7K7rbj3CD8GjgUVB9GsKng24UynKKSvznWPtEKA33p53DzpBRFMM3O6o/C15QbYQX7Kfk6FE01ULRW0erXh9jBoJjVNPlue1lDkzldv78wKcNrqsuJ6boCreos9hxfDtZG06gKhqBNgf3PfIrVE0l50gWZw5/g2aOquknEH4F1Xz+C8vtXPcZrspKLDYbfo8Fk9kY+Phst8Gs/zaTsbu97BkcgdNbiaY1Nl3XT4W/iJPFBSQ2UhAQwCPA1Mj0UwBf1WthMjeesBa7jOsrzRAYZsfv10FRMdltmGJqe/kqyor4MP5X5IWFMt1+Cz26DkVVFYorStn61UHUkmCUwmiceXkIIfAEeigLzWNq5z68df+1vHzzdII8EOkuo/91TSemX26YQ4bfTtSvjam+bYAjQ7vjuelu7DOeIm3S3wA4+OgGFIzVoU3Dwzm9pSqBFAqbNn9DWFQKv/71nTUJvM/nY9++fYR8fDPKU/dQs+qLELBtHvT7Fdgavve1IAvR9/akdE0m/lIP1nYhhE7ogK3T+a3jdKnI5EM6p30F+yj31pZ9rvAYU2sDLcZiaUIXLH/1FXRfGT97+Gms/7mKipT7+d0tjze4L49Xw247x689rx+hm4lJGkPSiPq/0BVFQVQtd6+ZjA9zaUUlzspKCopLOKO3qUk8hqZE8tINPYmut5jSCgDeXVGITTS+Ampd35Qaj3Vrl1EEdLfzx1VrmacZjxteVgBBtSPW46LaEnfTc8Bz6EtugrL9nPZt5Ip5t1Cm7QFgWMSvGNC9/hebye2nMMLC1Wt3NXj8D/b8iyBfUU3iYfwar79XtDgcHNuxjQC/TupNjU9pzVn6tjEoc1L7cyYeQvirko9zF1jKy/uO/fv/r6pZKl8ciANSeHHNZgYd3mgcu1cgITycnw9seLwfQPEHkRBcvzLtQ4+Mg6pyIHlBZ7jiwUkkhAQ2cmvDsfJ03HE+rrzt/ia3qbbqyScwNVFTAuDkV19B5km+H+ern7+ZkW4PvkoXvvJKPGVO9t33G1yKm5cXVH0+bKAJlTg9jC6xiXTrNbzB/VcLEiF4NR8BPWqrhIqaf1Bx2E9wcRtsgF1NIzjcRFbhUQpcJcx57lWC7A6Ks4+iRMYx+pqpWO1GD5uuKzSxH2+guCCHjQutUGcwblCo8flMdCTwRPx+/ud0NN02HiGwvJhQteGMMbNmoZwsJnx0A7unN364wqeDSWn8c+/3VZURb6K3bNK49ixan4vTbnwG/F5je02rM0tN1xm0ZDjEKkAJd0yZjkWrTZBHD6ledbh2IOwt7/amg804LHHtK7PofP1Uvu3zCIQ3vQgkgL+4pGbxy2odeg5n7W8n4zx6BIfTQ7zVjJ4UjKKp+FWF8NzZdB+xhezjTsoqQhElCUT7OtbrOTSZTPTo0QP/Z05wwfEOd4BmJqFNErhLoN2VTbZJC7IQNun8xlj9WMjkQzqnrPKseucrvcZx/iCrcbxaURU0TcVqjycprQOW5U4Ue+PT+Xx+DbP57NUXXRVGd6ktsPEvAb/bOHSgmYM5cXA30f+6Gofi4Qlhpaf1Ss4MfQabSeXXw9pjMjU+9kDoTnT17Cs8On0ujukxjLYfJ8DcC4Ait6e6ECiaKqCJtR8qfUaCFmcehEdxo+m96BPdn5fG/qbBtqrLg9fa+EcxOAgqi753YSOdChVlJXiAr5+ZxYD7H8IW/r3R81VhiBx9c6OPU5eue9B17ZzJh6572ZNudPV7PAEoiqCtoyOQwrZTgezO9qALBZ9uBtyM6+3B3miPiYYu6vdEaO0igXwCPWb2JBzlxrMkHmD0iJ1tddn67fajaU2/9tmzniTkzBmK0xpW0dSsFjSrBWuYg0DAZ/ah+mFij5543S7c5YJ9ufmc9hZxMq+Ar95IJ8IcSoglEJPZRFBQEFarlZOnT3GGQtrZEphx522NtuOdPy3BXQwh7f1MvOt6gkMDOXE4iyWLllLhKaasQscbbILgOALjjWP9RnKuopnOr+djy5fPAxPpNCyPKyaMw+utxBFeO0hxaspVpDrSeWH76xyp/Bbd3HBWxrsTXmDqp09QzP4mH8cjFMxK422qru/R2Bij07nlfPyEsbbS8LHGIRmf19herbP5vIWP1Px/6VUL6yUeTfEj0Kqm3FrSBhL82EOUbk4m+Pufne+x9+qJcrzh5aPufYac7MN89sTH7PWkENPR6EFSABQLMAxLL4UIwPId5H/n5NjhbNp1rC2CpigKpjbdwRxA8pRXjQtXzwJrCLRtfIxSayWTD+mcBsYOrNfzUZN82GsHy0UmtSXn8CbcRQVYATUwtNH7cnltaKazj/QuLjJ6JMxNlNj0OY0Bl/71r9Om6M94FAt7BzyNbg5gWLveJHZsujZDDeEC5ezJR6XXhRcLoyNqj7eH1RnM6LeYcZka71av9DnpKsy8P+Xv52yK6vLgszb+qy+8TSDHywPQPR5Ui6Wq0mzD7GPor+5m0z/m8e3eney4+1aGjRhD39/8rub6oM59KbW/S+4brxJ91a1nbY+uu9F1DfNZegcAKiuPVm0fxTXjjIF/44CHvpff/OmTf/HW5tAGK4fWUvGL+gnpKw98wJL177H44GI+da9jyvGdpCU3XRkVIdCaOBT0fX5dNBirUlfwmTNUdunM4CVLzn1fPi+6otL7+tr6ItX1JovPFPLt6o3k5uVR6q7AU+6hoOQomlCJsUdQqbg5rTW9fk5UdBQnT7i49Q+1qwS37RjPg/9zb835dcs+5cut21n06VK67d7JL6ZOx+8LQgjnOdsOMGDkbzn61XcUnakgMCQEqP+jQVU1BsR050jBtwDM6NKw0m+HiFjigmMoLTvY5OP4dLA3kXxkFhjfJzoK5RUeXn9mM8FFDQ+LDR+ZCIC/6jCMUlH7nTTX9zkA8zvNpl1Ctwa3BaOasV7hQXNU9RAJgVZn8cTICZNgczp5+Q4W/X4DiqZUFUMzDsF9prv4XLjo4gmGYJ1tj8zjVGA2AaGbiRblHLWXUaC5SWt3NYMy+5L9ScM26P4S/O7tmGyDUVQ7r3z2Ni/c+xg2U9V3UcEROP41XPOCcd7rhB0LoPetYDl7At7aKEI0MarqEiktLSUkJISSkhIcjqYHWUkt55F1j7Dy+Eoi7ZGoikqlq5xyvZJ7N/ZE00yoqkppnlGdL6XNYH4W+qJxw9CkBvf11wNzAQhwWGo+2IqioKjVfxU87lIqi020vepZIpPMVO9sFRRQFCrLctGVQvrvKOJAaUee9t6GN6bpstONvcPHJ8yha8R+LJYoYzXUquqEiqJWPZJKvnBwl+cpANpXdWmXeH0UVJXVzllXdfgkvEOd8tFGG7sHG+Ni2oW0Q6n+V73wmKLUu2z2I0b1NlvXrlQFpOoEh/0pHIwcRUx7BwoKpzM+wVO+i8CwsKpCU2pNsSlVVSkvyMdVaXyZ/9xnRdFMVU1Sce7ahTcevC+evUS3X/exYrnxBZ6UlFQVw4ZBFELgcPyDiMhTBAXV7SWov+3rW3qzIWsw7SMDMWkKZk3FpKlYNAWTqrJH+QOqpYjBbQajoxvjeoSOLnTyS3LIdJ/ml18lEWmNQFE1432jqlXvF+N5F5wy1g6JTEqufhWqXo46iVrV/4/ajV+2MTEx9Z5b9d9Rr70OgKV9+/oDT0XVARFBzWWu7GxOx8aye+wYo7qmotQ7qapac1IUBWelE3uAHbPZzKkT2Zg9DtJihkL1arV1mpp3uhhniZ+QIdlNvgYALqeT09nZWPKzSQ4NoijfqGsR085R+95v9PUz/uZlGkXdutxwH6qmoaomFMWMqphRVBOKYmJ/SQ5zzxg76tTw2te6+r18pDCLCpeZFM/smvAIRM3jHMouon3pIW4JqrPGS9Xzzc4tQqsoZEmXu5lypvEdbGx7R80N/F4feScr6LVrLvEdgkGB60YbdT/6RPcB4FDRIcq8ZXw68VPahxpjw049tqHm/qJ/24cH/n0bbZwxJKh2BKD6BR0LJ1KiC5QQG8Kno/uFMXMJmEcl6aqPjpqG5izndEARov3bBHrtdHEKdoSVMGqnzrAjZqxKYE0hM6EoCEVBdescDDaSO6fFT0WEiUq9goQuXXlkxmtGoN65Girz4Z5vwBoEO/8Jn/4G7t8OEWcvvPhjcCH7b9nzIZ3T9O7T6RTWCb/wowsdl6sSkVlI79Hd0XUdofvxeTwUnnYS16E3+nevQtefoTaSfHT15uCytSOifWzV97pA6KKqfk/131DKK3fQttuVaFrtl1j1Ti0kRLBr80bmJM9GswRzPguvf7+ekk+dSmDkcWKCrVU7FL2qRmL1/wUOP4RmexgYFkqHgPqHgL44ncu34f3pZnZj61CVhNT5gp9Wup9lvjyGxQ8zjuFX7+Co/jKr/Xt8WCVtt53C1q1bnZ2dcX28NxB3gBd7TAAIsAVchdCTiYgLqBl9L/SqEfm6MTrfW1aKduQY9vBYY5Cl0I0R+HGB6J3K0ezxnI1edWg+JCSY0NDQesWovl+YStNuwmrZR2ho01P6pg5w0/6UC6u9PV6/jtev4/MLvH6B16+T4ruWsPBTOKy2moSsulx2G3ssvc6kMGr8ECNeQjfeJ7q/6r1nnCpLiwmNiSO2Q20xqtqdde1OEKAkvxi3aqpJrOomhQCFkyYSW1FJUFxcg2SwZrvqZLW8jKCkJAa0b1/VPmG0q87/q89///+uQgVPVhABwZbadK0m1xFEJgRTGJaD1dpwnEXd18Fut6N6PUTHhGFVwKfnYQ2IJzzO2JE3nojV/gmLtaDaTpLS6X8AH0L3IoQPXdT+PzLShzPwMAVKLCZTYM1712ipINranqLCeBLMRpKg1Ll/RYGUIJ3UihDa2DvXe00Awtrq7CnUGd4pEc4UApDcLxq7VaM616t5AavOB2Z/R5s+7bAEGz0GszN05qflkhBsDEDdkWssXZ9RlFGTfNRV9sUJQpxtQQgigsw1TYqr0Alp76fnXQ0PcbiW7Gfm1mMs++NVlPldjH5/MgohLL9tCcFo9PtwMCnZgkB7CH5T7fouqgB0gadYRw3UKY82Iew27IpCkNOMuu4Y2xI+on9HE2R9C7d/aiQeJVnGIZcu41tF4nGhZM+HJEmSdFl5aftLvLv3XQD23L4HRVGoOJ3Pga//TYnlU/ICytHKTJQ445l+6yIAfOVucp7ZSmmcTtoDIyjKysMRE45WNRZl8dID/H7jEfbMHMXPP/0tZ/zf8tqI+Yxs3wNXcSH9Px1BgBtGuJPR0QkxOfifu/6BVnW4cfFtN1Lh93HHv2sP5wkh+HL+39i5ahkPdzHKwfNEIRRnwj+vB58H7l4HgZG0BrLnQ5IkSfrJuq79dTXJx76CfSQHt2HRwam0jTSq+vpEOJFhOYSF5eD3e9A0C54CJ4fUbI7knWHZUxupFG7iLZH07dqb+LRkzFWD1x9e8za5YhNT2s9kZPseAFgcoQwsDOeMVs5hPYdK1UdWQCbTsg4Sn5QGGIdfvj9aS1EUbEFBaJqGf/K7aB/9Cv7SGVwlENwGfrW81SQeF0omH5IkSdJlJSUshZWTVzLuo3F8fuJzoos/pK2Si1tXSO31PldF9mP1mvtR1RVUVGThcLTDG6qw3ryfYC2ArtEpbMvZS5Ynn6ydq1F2KKB2QrUXsalsPj2K2zPQ+R2rv3scXegIn4/rRW9wesHrpTD7OIc9WRz/zx/IvWI4jpROFDsrsFvrD3I/tGUjWz5eRO9rfobW/XoITYSDK8EeBn2nGodfLlMy+ZAkSZIuO0eLjdlYx4qPEaNXcEw4GDfwAxJCjNlwkREDKSxaQWHhCRyOdmRkZCAUGDt5PF27dmU8v8Dv9+Mqr2TTR1/xdvYGAhM+Q/XGcMvqLOKO1M7u8asqGV0647TZic/KIqUsl05CEOw8wvaycs5sWY9J6FwxamzNbXS/nxV//QvJPfswfMpU48LE/sbpJ0AmH5IkSdJlp7rWzlenvmJQrJNQe/uaxAMgJqYbhUVw8NBCkpOv5NQpY3mD6oHIAJqmERgSzNXTrmPVim0cyIOnBz6OtughMod1ZMxfP0IIwbo33yK9uIggp5PDnVIIdrlJyzpO8LZdpI0YxZVDhuMpVtFUKz6XG5PNiqIoWGz2qtlq578W0uXip/eMJUmSpMveqMRRACgIYs2CMN8R0vc+gNdbAkBsrDFew+tNJ+PgSrKyjGKKdnvjtXsGRHUHoHNkHLE5biwVbhSLBXdlJRtzz6D5fDz0/PPcPGAAuu5nd7s09CEz8GZF41zhxLJJQfvGw7En1lKelY+iqlx95wwOb9vMtqUfNXc4fnTkbBdJkiTpspVXmccXO+4h2SqoKDPqgQwdshmrNYpVq27HZP4GjyeYHZvHM4VPCDSBbgrAr1rwqVaEoqEoggJnPrmWM0RZwknZnY8QYI5PwO3KY27QNGIqKrh3zhwAjnyxjX9sWM4YT0/CFQsuu5PIoR0xBVup/OAUzlg3XR8yqgOv++c8dn62lNvnvE54XEKTz6M1uJD9t+z5kCRJki5bUQFR/HLoRwzqv4SUlP8FIC9vFQC9exvrT5lM5bRVsmnHKaJ9p3BbQhGqhlWvwO4rwuotIVpTaaPbsOleKiNNaA4TiqeIXQFG0bV+Q2srDkV0TAYgaHg8XZ4dT6///QUJV/Yitm8qlbEugs8E8e2fFlKWlccVN95CYFg4Gz88+wrblxs55kOSJEn6SQgMNIrQWa3V1W2NdaL2pl9NYNUxgJzBv6Xt2NmN3r6xfom49R/B2nTada+t/KpWL5dgbvj7Pu3+a/julZXEFiRQ8toBPLcnYrbaMJnPb3mAy4Xs+ZAkSZJ+EjIO/BFNCyIyclTVJcUAjJ+QzHU3XQlAQGxMo7dtiq0mwaizO60u8VpnVIPu9lG+NZuKzTkkXz0AVxtj4bk97y+j4FQmKQMvr4XjzkX2fEiSJEmXPSH8OF2ZREdfS0XFEbzeYvbtfxiAwMCOhKlJCB2Ex22sMdDIDBTd5SKjV28CBg2i7XyjiJlSVUZdr7Nddfn7uusG5c/fj+d4CYpZQ3j82KqWx847dYLOVwynfZ8BzfXUf5TkgFNJkiTpsnfmzDL27vstNls8LldWzeWaGsDw4btxZW7h5ISp6D4VFIGiCVQV3Bqs7qGyfISK2St4+WXBiViYc5vCuHI3txYpvI2xUnTdNXeEEFiECQUFHR0NlYlDryV1dG90pw9fvpPcA0cwJQcR07FDg3WTWiNZXl2SJEmS6oiIGElAQDsqK48BEBv7cwIDU4iOMlYk9vss6D6VgMFtcaR2QXi86G4vGRu2kpTtZnJUf4QQrH1RByFQc/exyWrn+sQ+9K5wkh/YqX7yUeYlNjAKq8WKZtbIOHOEZbvWIOKtpKamYkkMJiGx1yWKxqUnkw9JkiTpsmcyBRIQkEJl5THatPkFXTo/i6rW7gK9B42kROnfn7AZT9dcvuWO0QTnl/CL6+bXu79v/jWFIm8RHab+nfNZc7ZvaSnLli1j0aJFpKWlMXr0aMLCwi7GU2uV5IBTSZIk6bKm614KCtaTn/85CQl3kJb6AvNPFzH22wwyKlwAqCEhAGhRIfVum1WeRZm3rMF9qoqK4PxHLTgcDm6++WYmT57M0aNHefXVV3n11VfZvHnzf/HMWi/Z8yFJkiRdtrKzl7D/u0cAMJvDSW57D2tPbmDO+tmURv2OAxXRdA60oUUYvRBKxPmNNVQVDwInOTl7EUJHCIEQOmAiODgGhyO6wW0URaF79+507tyZ9PR0Nm3axJo1axgwYADqT6zEukw+JEmSpMuSrrtrEo8+vRdid8ay74GH2FeyA9M1GmZ3BonWKwFQFLX6RvXuIy4oDou7Yc+HxZwOQuFvWyfT0+4jSKt/fUH+DNzuaPx+P7GxsaSlpZGQYFQKOXDgAOnp6QD4fD68Xi9Wq/UiPvMfP5l8SJIkSZelAxmzAEhL/TP5Y+/CV+rGDlwN/O0aUE94+TK/hD4hgRSfMepunHx6Jdlv7UIxmxGqiQ7bsziYaOaBfzyGQCAUSNfLKdLiEL5cPizSWO/tTPeoYfQLjCS25BlAw+12YLFYUFWVvXv3snnzZmw2G7qu4/F4SE5OxmKxcOWVV/7kEg+QyYckSZJ0mfF6S9i67We4XMZKtRERIzCPG0jeovUAfNtRwVPcDz23LUPDjcMsPkcUZ6L6YnaXoeVlI/x+VN1HcVgoGUk66e6dIMDvqSQvLBiwYjbHIrw55Niv5pi/LwtLA0H5iEliEf16BTCl241oioKu62RmZpKZmYmqqiQnJ9f0gvxUyTofkiRJ0mXB6cwife99lJUZhzRMplD69V2M7gkkMDAY9blYAHbpHZjkeZo1Dw2nY3QwAEW5+fz7iT0Mvc1DzyHjGtx3cV4hK16bT3bGWhZMvpckm4X//Gx0zfU+v5uE9d8Zjys8+BQLfRwBvNwlic6BtuZ+6j8Kss6HJEmS9JNSVLyNXbt+ha47iY35BSGBIzmy/yu+2TAJzVKOw38v/au21W9bypwSUZN4AGgmY8yH7q//e7yipIKMTTv58t0XAZ34tKtIMucREFjEkgN5CMUEmBCKRpAIA8XE3uF92Vvh48EDmYzelsGj7dtwT2IU2mVQSOxikcmHJEmS1GoJIVj7Zcd6l+WcWUwOi8EGwhUBlFPpLYEnSwDoU3Wq6/vJx/YVG9j71ZcUZKYjhBNQGHzDQwyaNIKo9Z2MG52ufx83MZp3xa+ZvGkZiwaOYXW/zrxwLJtnjpxmaW4Rczon0iM44OIGoJWSyYckSZLUauUcy6p3XlQMJTxsKAIFe0AMaX2uY9XyQZgUvYl7MGgmY7qK7jMSmq/e+wvgo02nkSR17UpSj1SS0trWu82w4XsQug+ED/AzRPgYlHOEGccSmbJlJQ8kJ9FFdTMtysz/5cGYbw/ycfcoBkfGX8wQtEoy+ZAkSZJarYzNFWR8/Qb3vDYaVWtYK6O0uBy/7sOp7GPrtldRMKbVqqqVtLRfYrMZh14U1Tgkkn1I5buAbBQtnKjkrvQcMxpFUagoKuXAxr0oqoozLwJ7QBwWU2CDx7suOQ6hbufuIx245bAK1J/J8vq+pQwcNg1V/enNcKlLJh+SJElSq+R2+ti3Pgsw1yQPdeVlF7Jk4TIi21oJDUuvGYiqo5BJMvu2naRLp+tRUfFU+gA4ucfCyT0HsDpupbQQvvpXfoP7TRwRiavC0mS7fpbUF4vyLVMPG8nQpj4RaKpGcckusg++TEXFcIKDu16ECLReMvmQJEmSWhXd7+fUd/tY/OzTKGoMo++e2WBVWF3Xeeftd3FTRsGeSTz8PzMQQuDz+Zmyfhlb7V3BB+wH0DH7FB4DLB3gypFp5B49QGibcCw2G0IX6LqfipIS/F5BvktFMwu8ngrMloa9HwDjEvvxZ9eXXJvYm3BbKADmiq3k4UfT5LgPmXxIkiRJrcbWTxez8cN/4fd6ARB6Ft2G1x9D4ffrfLF0I27KcJhjmPHgtJpCXg+t2cBWe1d+G+LkyvhQvEKA8OP2+DkIWLonktIvlpR+sfXu8/D27Xz17rMAJI85hSfGym/+748EBXcHoFNlBneffpOStqkIi/FYEwC2CpxFeVQGmDmQVEFE1Ajs9uRmi09rIZMPSZIkqVU4uT+dTYsXEhrThjF3P8CXC/5D3on0Btu9Nff/yCs1BqKOGzOC0vwiKlSVT45nslANYpLmZWafwfVu4/L4Ocg6oPHpsPagCAAik68g2tGO9w/s4fP8K2gTVAxAvC8PgODMAziD7Ji8PqwuT+3tgS5XziUm+ZYGvTQ/RTL5kCRJkn70Mvfu5sOnH8cRFc2kPzxBaEwsirqC7y8s6yx04i4uqlmzfdHyRYAxzmNR/1F0UFReHzeY76vOB5qqu6mZjTEeXQYPZuCkkfznNSsBupuN/3sbAPu3xMBnizn1y7UkdewOfx8JxSehz+3QZQLE9aKN6ac9yLQumXxIkiRJP2p+n49tSz8CYMozfyEwtGoFWkVBCB2P04eiKaiaQmWuk194BpKbpBLeMxK/0NH9flbklVMcEMA/k+IxNbKCbE1vRJ3c46U/b0U9UoZPAcVfDkBBuev7m1WpszBd9h7ISYc7lkG7YRcrDJcVmXxIkiRJP2q7Vi3n+O4dDJsytSbxAJjp7gSJnXj9yVX1kgG7Au+060L7IR0A8Os6q1fuIbVS0K9DVKOPUT1ZJmd3Pu8VucnPKsd2tBJQMHcPwVOuMuL0FAJ2+8nYs5yligW3qjD2j5/z0aMjao7W5GdsIqljnHEmtvtFjsTlo2H6dxZvvvkmPXr0wOFw4HA4GDx4MJ999lm9bTZt2sSoUaMIDAzE4XAwfPhwnE7nRW20JEmS9NPgcVayfcUnAPS5dmK961IDjTEVM/okMaNXIvf2TERVoAJwBdSucf/Ot5nssMMfk2KafiAFilSd4BNOyjfkViUe0GVKR+6Z3pMxHdoQbUsEqxVvtJ/pwQIzkOH1kp9bQWiUsVBcn13/C4un4VFsYAu5aHG43FxQz0dCQgJ/+tOfSElJQQjBe++9x8SJE9m5cyddu3Zl06ZNjBs3jpkzZ/Laa69hMpnYvXs3aiNdXJIkSZJ0Lps/XkRZfh43Pz0Hk9lc77pOQX5Ol1Xw8E1GD8Odj60CQAMG9Td6H47nlPGn0iJuqNQYNTKuycdRFYV3gt1MGpXMn69KRRcCTVHQTCoZ89IJOVgMgGt8Kr0GJ9ANGLD+OFNX7EMXENe+C8duXEPOpvc5mF1MQVAnHpIDS5t0QcnHddddV+/8s88+y5tvvsnmzZvp2rUrDz74IA888ACPPfZYzTadO3e+OC2VJEmSflLKCvPZ+dl/CI9LIK5TaoPrFUWpd7hlDT5CUHjn+p7YA4wBohuO5ePUFJ4Y1rHB7RveoVH91GSq/4O5OCGAwIPFlN2cQq+etVNwq7eqLtzeLq0/5jZdufPl9UxPa3cBz/Sn5weP+fD7/Xz44YdUVFQwePBgcnNz2bJlC7fccgtXXHEFR44coUuXLjz77LMMHTq0yftxu9243e6a86WlpT+0SZIkSdJlQtf9/O3eqQAMmvxLMvfuQQjdmI2iG39LzmTjIY6lu2tXeHswKZKuFjMVO3NBF6wsKgU7fFZZiaisRAd0IRBVf/3CSB78upFCfLz2KMmqydimajuOlnATEJJRTPGpSqpujDurGIBXvj6KY08WQgiW7MgiKtjK9KHtWyxWrdEFJx/p6ekMHjwYl8tFUFAQH3/8MWlpaWzevBmAJ598kj//+c/06tWLBQsWcNVVV7F3715SUlIavb/nn3+ep5566r97FpIkSdJlZfvyT2v+v+K1Pze6jRLUBVdUOx5YuNM4D0RmVlCYmVGzzRdjjbVb/nDwFCqgKQqqYvRaqIpS81fx1i48968tJ4zrFKN3JVbAMJOZhBNluIwLQYF4XaeXzcrxEidKqQtVgbQ4B4+N60JIQP1DRFJ9imhqUnMTPB4PmZmZlJSUsHjxYt555x3WrVtHcXExQ4YMYebMmTz33HM12/fo0YPx48fz/PPPN3p/jfV8JCYmUlJSgsPh+IFPS5IkSWrtDm/bTFhcPIqioqhK1fhBBUU1ziuKChY7qtmMLkDRdeyKCqpi1O1QFHTAq4CtkUXnpIurtLSUkJCQ89p/X3DPh8VioWNH49hZ37592bZtG3Pnzq0Z55GWllZv+9TUVDIzM5u8P6vVWlP2VpIkSZKqdew/6L++D63qJP24/NepoK7ruN1ukpOTiYuLIyMjo971Bw8epG3btv/tw0iSJEmSdJm4oJ6PmTNncs0115CUlERZWRn//ve/+eqrr1i1ahWKovDII48wa9YsevbsSa9evXjvvfc4cOAAixcvbq72S5IkSZLUylxQ8pGbm8vtt99OdnY2ISEh9OjRg1WrVjF69GgAfve73+FyuXjwwQcpLCykZ8+erF69mg4dOjRL4yVJkiRJan0ueMBpc7uQASuSJEmSJP04XMj+Ww7/lSRJkiSpRcnkQ5IkSZKkFiWTD0mSJEmSWpRMPiRJkiRJalEy+ZAkSZIkqUXJ5EOSJEmSpBYlkw9JkiRJklqUTD4kSZIkSWpRMvmQJEmSJKlFXfCqts2tuuBqaWnpJW6JJEmSJEnnq3q/fT6F0390yUdZWRkAiYmJl7glkiRJkiRdqLKyMkJCQs66zY9ubRdd1zl9+jTBwcEoitLg+tLSUhITEzl58uRPfu0XGYv6ZDxqyVjUJ+NRS8aiPhmPWv9tLIQQlJWVERcXh6qefVTHj67nQ1VVEhISzrmdw+H4yb9RqslY1CfjUUvGoj4Zj1oyFvXJeNT6b2Jxrh6PanLAqSRJkiRJLUomH5IkSZIktahWl3xYrVZmzZqF1Wq91E255GQs6pPxqCVjUZ+MRy0Zi/pkPGq1ZCx+dANOJUmSJEm6vLW6ng9JkiRJklo3mXxIkiRJktSiZPIhSZIkSVKLksmHJEmSJEktqtUkHzt27GD06NGEhoYSERHBXXfdRXl5eYPt5s+fT48ePbDZbERHR3PfffddgtY2v/OJh6IoDU7vv//+JWpx8zrf9wdAQUEBCQkJKIpCcXFxyza0BZwrFgUFBYwbN464uDisViuJiYn85je/uWzXUzpXPHbv3s3NN99MYmIidrud1NRU5s6dewlb3HzO53PywAMP0LdvX6xWK7169bo0DW0h5xOPzMxMxo8fT0BAANHR0TzyyCP4fL5L1OLmc/DgQSZOnEhkZCQOh4OhQ4fy5Zdf1tvmiy++4IorriA4OJjY2FgeffTRHxyLVpF8nD59mquvvpqOHTuyZcsWVq5cyb59+5g6dWq97V566SUef/xxHnvsMfbt28eaNWsYO3bspWl0MzrfeAC8++67ZGdn15wmTZrU4u1tbhcSD4Dp06fTo0ePlm1kCzmfWKiqysSJE1m6dCkHDx5k/vz5rFmzhnvuuefSNbyZnE88tm/fTnR0NP/85z/Zt28fjz/+ODNnzuT111+/dA1vBhfyOZk2bRo33XRTyzeyBZ1PPPx+P+PHj8fj8bBx40bee+895s+fzxNPPHHpGt5MJkyYgM/nY+3atWzfvp2ePXsyYcIEcnJyACNJv/baaxk3bhw7d+7kgw8+YOnSpTz22GM/7AFFK/D222+L6Oho4ff7ay7bs2ePAMShQ4eEEEIUFhYKu90u1qxZc6ma2WLOJx5CCAGIjz/++BK0sGWdbzyEEOKNN94QI0aMEF988YUARFFRUQu3tnldSCzqmjt3rkhISGiJJraoHxqPGTNmiJEjR7ZEE1vMhcZi1qxZomfPni3YwpZ1PvFYsWKFUFVV5OTk1Gzz5ptvCofDIdxud4u3ubnk5eUJQKxfv77mstLSUgGI1atXCyGEmDlzpujXr1+92y1dulTYbDZRWlp6wY/ZKno+3G43Foul3kI1drsdgK+//hqA1atXo+s6WVlZpKamkpCQwI033sjJkycvSZub0/nEo9p9991HZGQkAwYMYN68eee11HFrc77x2L9/P7Nnz2bBggXnXPSotbqQ90a106dPs2TJEkaMGNEibWxJPyQeACUlJYSHhzd7+1rSD43F5ep84rFp0ya6d+9OTExMzTZjx46ltLSUffv2tWyDm1FERASdO3dmwYIFVFRU4PP5ePvtt4mOjqZv376AES+bzVbvdna7HZfLxfbt2y/4MVvFN/CoUaPIyclhzpw5eDweioqKarp6srOzATh69Ci6rvPcc8/xyiuvsHjxYgoLCxk9ejQej+dSNv+iO594AMyePZtFixaxevVqJk+ezIwZM3jttdcuVbObzfnEw+12c/PNNzNnzhySkpIuZXOb1fm+NwBuvvlmAgICiI+Px+Fw8M4771yKJjerC4lHtY0bN/LBBx9w1113tWRTm90PicXl7HzikZOTUy/xAGrOVx+OuBwoisKaNWvYuXMnwcHB2Gw2XnrpJVauXElYWBhgJF0bN25k4cKF+P1+srKymD17NvDD3j+XNPl47LHHGh0UWfd04MABunbtynvvvcdf/vIXAgICiI2NpV27dsTExNRkrbqu4/V6efXVVxk7diyDBg1i4cKFHDp0qMGgmR+rixkPgD/+8Y8MGTKE3r178+ijj/KHP/yBOXPmXMJneGEuZjxmzpxJamoqt9566yV+Vj/MxX5vALz88svs2LGDTz/9lCNHjvDQQw9domd34ZojHgB79+5l4sSJzJo1izFjxlyCZ3bhmisWrZWMR63zjYUQgvvuu4/o6Gg2bNjA1q1bmTRpEtddd11NYjFmzBjmzJnDPffcg9VqpVOnTlx77bUAPyhel7S8el5eHgUFBWfdpn379lgslprzZ86cITAwEEVRcDgcvP/++9xwww28++67TJs2jZMnT5KQkFCzfUxMDM888wy//vWvm+15XCwXMx6NWb58ORMmTMDlcrWKdQwuZjx69epFeno6iqIAIIRA13U0TePxxx/nqaeeatbn8t9q7vfG119/zbBhwzh9+jRt2rS5qG1vDs0Rj/379zNy5EjuvPNOnn322WZr+8XWXO+NJ598kk8++YRdu3Y1R7ObzcWMxxNPPMHSpUvrxeDYsWO0b9+eHTt20Lt37+Z6GhfF+cZiw4YNjBkzhqKiIhwOR811KSkpTJ8+vd6gUiEE2dnZhIWFcfz4cdLS0ti6dSv9+/e/oLaZLuypXFxRUVFERUVd0G2qu7zmzZuHzWZj9OjRAAwZMgSAjIyMmuSjsLCQ/Px82rZtexFb3XwuZjwas2vXLsLCwlpF4gEXNx4fffQRTqezZrtt27Yxbdo0NmzYQIcOHS5eo5tJc783dF0HjMNTrcHFjse+ffsYNWoUd9xxR6tKPKD53xutzcWMx+DBg3n22WfJzc0lOjoaMMYXOhwO0tLSLm7Dm8H5xqKyshJo2IOhqmrNd0M1RVGIi4sDYOHChSQmJtKnT58Lb9wPHR3b0l577TWxfft2kZGRIV5//XVht9vF3Llz620zceJE0bVrV/HNN9+I9PR0MWHCBJGWliY8Hs8lanXzOVc8li5dKv7+97+L9PR0cejQIfHGG2+IgIAA8cQTT1zCVjef83l/1PXll19elrNdhDh3LJYvXy7mzZsn0tPTxbFjx8SyZctEamqqGDJkyCVsdfM5VzzS09NFVFSUuPXWW0V2dnbNKTc39xK2unmcz+fk0KFDYufOneLuu+8WnTp1Ejt37hQ7d+68rGZ3VDtXPHw+n+jWrZsYM2aM2LVrl1i5cqWIiooSM2fOvIStvvjy8vJERESEuP7668WuXbtERkaG+P3vfy/MZrPYtWtXzXYvvvii2LNnj9i7d6+YPXu2MJvNP3hGZatJPm677TYRHh4uLBaL6NGjh1iwYEGDbUpKSsS0adNEaGioCA8PFz//+c9FZmbmJWht8ztXPD777DPRq1cvERQUJAIDA0XPnj3FW2+9VW9a2eXkfN4fdV3Oyce5YrF27VoxePBgERISImw2m0hJSRGPPvroZRkLIc4dj1mzZgmgwalt27aXpsHN6Hw+JyNGjGg0HseOHWv5Bjez84nH8ePHxTXXXCPsdruIjIwUDz/8sPB6vZegtc1r27ZtYsyYMSI8PFwEBweLQYMGiRUrVtTbZuTIkTXfGwMHDmxw/YW4pGM+JEmSJEn66bk8hvRKkiRJktRqyORDkiRJkqQWJZMPSZIkSZJalEw+JEmSJElqUTL5kCRJkiSpRcnkQ5IkSZKkFiWTD0mSJEmSWpRMPiRJkiRJalEy+ZAkSZIkqUXJ5EOSJEmSpBYlkw9JkiRJklqUTD4kSZIkSWpR/w/TLiQTsmX43wAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "statePop = np.sum(tractPop)\n",
    "aDP = statePop/float(nDistricts)\n",
    "print(r3(aDP),\"is the target district pop.  Here is a map of the VTD boundaries\")\n",
    "stateArea = np.sum(tractArea)\n",
    "avgR = (stateArea ** 0.5) / float(nDistricts)\n",
    "for v in range(nTracts):\n",
    "    plotPoly(tractGeom[v])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "92316683-1aac-4441-b16f-1ba3351a61ca",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "We will now compute the radius of a circle centered on each VTD that captures a CD of pop\n",
      "We use a simple bisection method, stopping when within 0.005 of aDP\n",
      "working on circle district for HD center 0 out of 4604 . Elapsed sec = 0\n",
      "WARNING: maxed out loops for VTD 217 with pop/aDP = 1.00876\n",
      "WARNING: maxed out loops for VTD 225 with pop/aDP = 0.98651\n",
      "WARNING: maxed out loops for VTD 289 with pop/aDP = 0.99005\n",
      "WARNING: maxed out loops for VTD 380 with pop/aDP = 0.99299\n",
      "WARNING: maxed out loops for VTD 607 with pop/aDP = 0.96949\n",
      "WARNING: maxed out loops for VTD 737 with pop/aDP = 1.02149\n",
      "WARNING: maxed out loops for VTD 867 with pop/aDP = 0.98603\n",
      "working on circle district for HD center 1000 out of 4604 . Elapsed sec = 620\n",
      "WARNING: maxed out loops for VTD 1454 with pop/aDP = 1.00684\n",
      "WARNING: maxed out loops for VTD 1485 with pop/aDP = 0.99458\n",
      "WARNING: maxed out loops for VTD 1514 with pop/aDP = 0.99108\n",
      "WARNING: maxed out loops for VTD 1516 with pop/aDP = 0.97108\n",
      "WARNING: maxed out loops for VTD 1554 with pop/aDP = 1.00762\n",
      "WARNING: maxed out loops for VTD 1667 with pop/aDP = 1.01035\n",
      "WARNING: maxed out loops for VTD 1673 with pop/aDP = 1.00701\n",
      "WARNING: maxed out loops for VTD 1678 with pop/aDP = 0.98099\n",
      "WARNING: maxed out loops for VTD 1679 with pop/aDP = 1.02084\n",
      "WARNING: maxed out loops for VTD 1682 with pop/aDP = 1.00837\n",
      "WARNING: maxed out loops for VTD 1687 with pop/aDP = 1.00567\n",
      "WARNING: maxed out loops for VTD 1690 with pop/aDP = 1.02015\n",
      "WARNING: maxed out loops for VTD 1691 with pop/aDP = 0.96793\n",
      "WARNING: maxed out loops for VTD 1693 with pop/aDP = 1.02603\n",
      "WARNING: maxed out loops for VTD 1700 with pop/aDP = 0.98133\n",
      "WARNING: maxed out loops for VTD 1704 with pop/aDP = 0.98499\n",
      "WARNING: maxed out loops for VTD 1707 with pop/aDP = 1.02664\n",
      "WARNING: maxed out loops for VTD 1708 with pop/aDP = 0.96986\n",
      "WARNING: maxed out loops for VTD 1709 with pop/aDP = 0.97725\n",
      "WARNING: maxed out loops for VTD 1712 with pop/aDP = 0.97284\n",
      "WARNING: maxed out loops for VTD 1713 with pop/aDP = 0.97828\n",
      "WARNING: maxed out loops for VTD 1716 with pop/aDP = 0.99188\n",
      "WARNING: maxed out loops for VTD 1717 with pop/aDP = 1.03103\n",
      "WARNING: maxed out loops for VTD 1719 with pop/aDP = 0.97081\n",
      "WARNING: maxed out loops for VTD 1721 with pop/aDP = 0.98279\n",
      "WARNING: maxed out loops for VTD 1722 with pop/aDP = 0.9676\n",
      "WARNING: maxed out loops for VTD 1724 with pop/aDP = 1.00801\n",
      "WARNING: maxed out loops for VTD 1734 with pop/aDP = 1.03163\n",
      "WARNING: maxed out loops for VTD 1742 with pop/aDP = 1.00917\n",
      "WARNING: maxed out loops for VTD 1746 with pop/aDP = 1.01152\n",
      "WARNING: maxed out loops for VTD 1756 with pop/aDP = 0.98031\n",
      "WARNING: maxed out loops for VTD 1802 with pop/aDP = 1.00618\n",
      "working on circle district for HD center 2000 out of 4604 . Elapsed sec = 1239\n",
      "WARNING: maxed out loops for VTD 2314 with pop/aDP = 0.99644\n",
      "WARNING: maxed out loops for VTD 2437 with pop/aDP = 1.00942\n",
      "WARNING: maxed out loops for VTD 2617 with pop/aDP = 1.01115\n",
      "WARNING: maxed out loops for VTD 2900 with pop/aDP = 0.99096\n",
      "working on circle district for HD center 3000 out of 4604 . Elapsed sec = 1844\n",
      "WARNING: maxed out loops for VTD 3586 with pop/aDP = 1.01123\n",
      "working on circle district for HD center 4000 out of 4604 . Elapsed sec = 2644\n"
     ]
    }
   ],
   "source": [
    "print(\"We will now compute the radius of a circle centered on each VTD that captures a CD of pop\")\n",
    "print(\"We use a simple bisection method, stopping when within 0.005 of aDP\")\n",
    "HDradius, HDvPop = [0.]*nTracts, [0.]*nTracts  #below is built off VRApoly code\n",
    "HDtractList = [list() for t in range(nTracts) ]\n",
    "startTime = time.time()\n",
    "for t in range(nTracts):\n",
    "    if t%1000 == 0:\n",
    "        print(\"working on circle district for HD center\",t,\"out of\",nTracts,\". Elapsed sec =\",int(time.time()-startTime))\n",
    "    capturedPop, capturedVTDs,  toler, nLoops, maxLoops = 0., list(),  0.005*aDP, 0, 20\n",
    "    coreCP = tractCP[t]\n",
    "    R, dR = 0.01 * avgR, 0.5* stateArea**0.5\n",
    "    targetPop = aDP\n",
    "    availVTDs = [t for t in range(nTracts) ]\n",
    "    while abs(targetPop - capturedPop ) > toler and nLoops < maxLoops:\n",
    "        nLoops += 1\n",
    "        R += dR * np.sign(targetPop - capturedPop)\n",
    "        dR *= 0.5\n",
    "        capturedPop, capturedVTDs = 0., list()\n",
    "        coreCircle = coreCP.buffer(R)\n",
    "        for v in availVTDs:\n",
    "            if coreCircle.contains(tractCP[v]):\n",
    "                capturedPop += tractPop[v]\n",
    "                capturedVTDs.append(v)\n",
    "    if nLoops >= maxLoops:\n",
    "        print(\"WARNING: maxed out loops for VTD\",t,\"with pop/aDP =\",r5(capturedPop/aDP) )\n",
    "    HDradius[t], HDvPop[t], HDtractList[t] = R,capturedPop, capturedVTDs.copy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "1bbae09f-76d5-468f-a8d0-ce2cb5532718",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "here are histograms of circle-district pops and radii\n"
     ]
    },
    {
     "data": {
      "image/png": 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3339f77zzjg4ePKj169c7BTRX4xISAKDR6Natm55++mlJUvv27fXyyy8rNTVVd9xxh1JTU7Vv3z7l5uYaT2tft26dunTposzMTPXu3VvS6ZGEdevWqU2bNk7HHj9+vEaNGiVJmjFjhmw2m2bOnKmYmBhJ0qOPPmo88+x8zjyI1eFwKDY2VkFBQVq1apUkacWKFbrmmmu0aNEiSVKHDh20b98+LViw4JLnfO+9957T75w5c4w/R0VFKT09Xe+8845R/5IlS5SUlKSRI0dKklauXKnt27dfsq+LycvLU/v27XXrrbfKYrGoXbt2dTrepTACAwBoNLp16+b0OTw83Hj6e05OjiIjI51eNdO5c2dZrVbl5OQY69q1a3dOeDn72Gfez9e1a1endSdOnLjku/iefPJJpaen67333pOfn59R25mHuZ5hs9kuepwzfv1y5DOWL1+unj17qk2bNmrevLleffVV5eXlSZJKSkp09OhRp/68vLzOe5yauO+++5Sdna0OHTrokUce0Y4dO+p0vEshwAAAGo2zJ7BaLBZVV1fX6BgBAQGXPPaZ9/2db93F+nvjjTf00ksvafPmzbrqqqtqVNeFnF3vW2+9pf/+7/9WfHy8duzYoezsbI0fP16VlZV16sdisZwzT6aqqsr484033qjc3FzNmzdPv/zyi0aNGqXf//73derzYggwAIAmoVOnTsrPz3d6V96BAwdUXFyszp0713v/6enpmjBhglatWqWbbrrpnNr27NnjtG737t216uezzz7TzTffrIcfflg33HCDrr32WqfJxUFBQQoPD1dGRoax7uTJk8rKyrrocdu0aaOjR48anw8fPqzjx51vqw8MDNQ999yj1157TW+//bbeffddFRUV1eo8LoU5MACAJiE6Olpdu3ZVXFyclixZopMnT+rhhx/WbbfdVufLJ5dit9t19913a/To0YqJiZHdbpckeXp6qk2bNnrwwQe1aNEiTZs2TRMmTFBWVtZlP93+bO3bt9e6deu0fft2RUVF6X//93+VmZmpqKgoo82jjz6q559/Xu3bt1fHjh21ePFiFRcXX/S4t99+u15++WXZbDadOnVKM2bMcBqBWrx4scLDw3XDDTfIw8NDGzduVFhYWL09hI8AAwC4fD8eMm0fFotF7733niZPnqx+/frJw8NDgwcPVnJycr3092v//ve/VVBQoLVr12rt2rXG+nbt2umbb75R27Zt9e677+qxxx5TcnKy+vTpo+eee073339/jft64IEH9M9//lP33HOPLBaL/vjHP+rhhx/WP/7xD6PN448/rqNHj2rcuHHy8PDQ/fffr7vvvlslJSUXPO6iRYs0fvx4/fa3v1VERISWLl3qNGrTokULLVy4UIcPH5anp6d69+6tDz74QB4e9XOxx+KoyXsBTKS0tFRBQUEqKSlRYGCg6w78fbb06m3SpF2nn1dwpfYFgCvgxIkTys3NdXoGiiSexAuXuuDvmS7/+5sRGADApVkjTwcK3oWEBoIAAwC4PNZIQgUaDO5CAgAApkOAAQAApkOAAQAApkOAAQCco5HeoIoGwhW/XwQYAIDhzIPJzn7CKuBKZ36/zn71Q01wFxIAwODp6Smr1Wq8ANHf3994xw9QVw6HQ8ePH1dhYaGsVqs8PT1rfSwCDADASVhYmCQZIQZwNavVavye1RYBBgDgxGKxKDw8XCEhIU5vGwZcoVmzZnUaeTmDAAMAOC9PT0+XfNEA9YFJvAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHRqHGDS0tI0bNgwRUREyGKxaMuWLca2qqoqzZgxQ127dlVAQIAiIiI0duxYff/9907HKCoqUlxcnAIDA2W1WhUfH6+ysjKnNv/617/029/+Vr6+voqMjNTChQtrd4YAAKDRqXGAKS8vV/fu3bV8+fJzth0/flxffPGFZs6cqS+++EKbNm3SwYMH9bvf/c6pXVxcnPbv36+UlBRt3bpVaWlpmjRpkrG9tLRUgwYNUrt27ZSVlaUXXnhBs2fP1quvvlqLUwQAAI2NV013GDJkiIYMGXLebUFBQUpJSXFa9/LLL6tPnz7Ky8tT27ZtlZOTo23btikzM1O9evWSJCUnJ+vOO+/Uiy++qIiICK1fv16VlZVavXq1vL291aVLF2VnZ2vx4sVOQQcAADRN9T4HpqSkRBaLRVarVZKUnp4uq9VqhBdJio6OloeHhzIyMow2/fr1k7e3t9EmJiZGBw8e1LFjx87bT0VFhUpLS50WAADQONVrgDlx4oRmzJihP/7xjwoMDJQk2e12hYSEOLXz8vJScHCw7Ha70SY0NNSpzZnPZ9qcbf78+QoKCjKWyMhIV58OAABoIOotwFRVVWnUqFFyOBxasWJFfXVjSEpKUklJibHk5+fXe58AAMA9ajwH5nKcCS/ffvutPvroI2P0RZLCwsJUWFjo1P7kyZMqKipSWFiY0aagoMCpzZnPZ9qczcfHRz4+Pq48DQAA0EC5fATmTHg5fPiwPvzwQ7Vq1cppu81mU3FxsbKysox1H330kaqrq9W3b1+jTVpamqqqqow2KSkp6tChg1q2bOnqkgEAgMnUOMCUlZUpOztb2dnZkqTc3FxlZ2crLy9PVVVV+v3vf6+9e/dq/fr1OnXqlOx2u+x2uyorKyVJnTp10uDBgzVx4kTt2bNHn332mRITEzV69GhFRERIku699155e3srPj5e+/fv19tvv62lS5dq6tSprjtzAABgWjW+hLR3714NGDDA+HwmVIwbN06zZ8/W+++/L0nq0aOH034ff/yx+vfvL0lav369EhMTNXDgQHl4eCg2NlbLli0z2gYFBWnHjh1KSEhQz5491bp1a82aNYtbqAEAgKRaBJj+/fvL4XBccPvFtp0RHBysDRs2XLRNt27d9Mknn9S0PAAA0ATwLiQAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBgAAGA6BBjUu6++K9Fvnvi7vvquxN2lAAAaCQIM6t2Z4EKAAQC4CgEGAACYDgEGAACYDgEGAACYDgEGAACYDgEGAACYDgEGAACYDgEGAACYDgEGAACYDgEGAACYDgEGAACYDgEGAACYDgEGAACYDgEGAACYTo0DTFpamoYNG6aIiAhZLBZt2bLFabvD4dCsWbMUHh4uPz8/RUdH6/Dhw05tioqKFBcXp8DAQFmtVsXHx6usrMypzb/+9S/99re/la+vryIjI7Vw4cKanx0AAGiUahxgysvL1b17dy1fvvy82xcuXKhly5Zp5cqVysjIUEBAgGJiYnTixAmjTVxcnPbv36+UlBRt3bpVaWlpmjRpkrG9tLRUgwYNUrt27ZSVlaUXXnhBs2fP1quvvlqLUwQAAI2NV013GDJkiIYMGXLebQ6HQ0uWLNFTTz2l4cOHS5LWrVun0NBQbdmyRaNHj1ZOTo62bdumzMxM9erVS5KUnJysO++8Uy+++KIiIiK0fv16VVZWavXq1fL29laXLl2UnZ2txYsXOwUdAADQNLl0Dkxubq7sdruio6ONdUFBQerbt6/S09MlSenp6bJarUZ4kaTo6Gh5eHgoIyPDaNOvXz95e3sbbWJiYnTw4EEdO3bsvH1XVFSotLTUaQEAAI2TSwOM3W6XJIWGhjqtDw0NNbbZ7XaFhIQ4bffy8lJwcLBTm/Md49d9nG3+/PkKCgoylsjIyLqfEAAAaJAazV1ISUlJKikpMZb8/Hx3lwQAAOqJSwNMWFiYJKmgoMBpfUFBgbEtLCxMhYWFTttPnjypoqIipzbnO8av+zibj4+PAgMDnRYAANA4uTTAREVFKSwsTKmpqca60tJSZWRkyGazSZJsNpuKi4uVlZVltPnoo49UXV2tvn37Gm3S0tJUVVVltElJSVGHDh3UsmVLV5YMAABMqMYBpqysTNnZ2crOzpZ0euJudna28vLyZLFYNGXKFD3zzDN6//33tW/fPo0dO1YREREaMWKEJKlTp04aPHiwJk6cqD179uizzz5TYmKiRo8erYiICEnSvffeK29vb8XHx2v//v16++23tXTpUk2dOtVlJw4AAMyrxrdR7927VwMGDDA+nwkV48aN05o1azR9+nSVl5dr0qRJKi4u1q233qpt27bJ19fX2Gf9+vVKTEzUwIED5eHhodjYWC1btszYHhQUpB07dighIUE9e/ZU69atNWvWLG6hBgAAkmoRYPr37y+Hw3HB7RaLRXPnztXcuXMv2CY4OFgbNmy4aD/dunXTJ598UtPyAABAE9Bo7kICAABNBwEGAACYDgEGAACYDgEGAACYDgEGAACYDgEGAACYDgEGAACYDgEGAACYDgEGAACYDgEGAACYDgEGV8xP5ZXuLgEA0EgQYFDvWgZ4S5Je2H5Q3xX/4uZqAACNAQEG9e4qq5/x52OMwgAAXIAAAwAATIcAAwAATIcAAwAATIcAAwAATIcAAwAATIcAAwAATIcAAwAATIcAAwAATIcAAwAATMfL3QU0ST8eqt1+/q0ka6RrawEAwIQIMFeSfyupmb+0aWLt9m/mLyXsIcQAAJo8AsyVZI08HUCO/1TzfX88dDr4HP+JAAMAaPIIMFeaNZIAAgBAHTGJFwAAmA4BBgAAmA4BBgAAmA4BBgAAmA4BBgAAmA4BBgAAmA4BBgAAmA4BBgAAmA4BBgAAmA4BBgAAmA4BBgAAmA4BBgAAmI7LA8ypU6c0c+ZMRUVFyc/PT9dcc43mzZsnh8NhtHE4HJo1a5bCw8Pl5+en6OhoHT582Ok4RUVFiouLU2BgoKxWq+Lj41VWVubqcgEAgAm5PMAsWLBAK1as0Msvv6ycnBwtWLBACxcuVHJystFm4cKFWrZsmVauXKmMjAwFBAQoJiZGJ06cMNrExcVp//79SklJ0datW5WWlqZJkya5ulwAAGBCXq4+4Oeff67hw4dr6NChkqTf/OY3evPNN7Vnzx5Jp0dflixZoqeeekrDhw+XJK1bt06hoaHasmWLRo8erZycHG3btk2ZmZnq1auXJCk5OVl33nmnXnzxRUVERLi6bAAAYCIuH4G5+eablZqaqkOHDkmSvvzyS3366acaMmSIJCk3N1d2u13R0dHGPkFBQerbt6/S09MlSenp6bJarUZ4kaTo6Gh5eHgoIyPjvP1WVFSotLTUaQEAAI2Ty0dgnnjiCZWWlqpjx47y9PTUqVOn9OyzzyouLk6SZLfbJUmhoaFO+4WGhhrb7Ha7QkJCnAv18lJwcLDR5mzz58/XnDlzXH06AACgAXL5CMw777yj9evXa8OGDfriiy+0du1avfjii1q7dq2ru3KSlJSkkpISY8nPz6/X/gAAgPu4fARm2rRpeuKJJzR69GhJUteuXfXtt99q/vz5GjdunMLCwiRJBQUFCg8PN/YrKChQjx49JElhYWEqLCx0Ou7JkydVVFRk7H82Hx8f+fj4uPp0AABAA+TyEZjjx4/Lw8P5sJ6enqqurpYkRUVFKSwsTKmpqcb20tJSZWRkyGazSZJsNpuKi4uVlZVltPnoo49UXV2tvn37urpkAABgMi4fgRk2bJieffZZtW3bVl26dNE///lPLV68WPfff78kyWKxaMqUKXrmmWfUvn17RUVFaebMmYqIiNCIESMkSZ06ddLgwYM1ceJErVy5UlVVVUpMTNTo0aO5AwkAALg+wCQnJ2vmzJl6+OGHVVhYqIiICD3wwAOaNWuW0Wb69OkqLy/XpEmTVFxcrFtvvVXbtm2Tr6+v0Wb9+vVKTEzUwIED5eHhodjYWC1btszV5QIAABNyeYBp0aKFlixZoiVLllywjcVi0dy5czV37twLtgkODtaGDRtcXR4AAGgEeBcSAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwnXoJMN99953+9Kc/qVWrVvLz81PXrl21d+9eY7vD4dCsWbMUHh4uPz8/RUdH6/Dhw07HKCoqUlxcnAIDA2W1WhUfH6+ysrL6KBcAAJiMywPMsWPHdMstt6hZs2b6xz/+oQMHDmjRokVq2bKl0WbhwoVatmyZVq5cqYyMDAUEBCgmJkYnTpww2sTFxWn//v1KSUnR1q1blZaWpkmTJrm6XAAAYEJerj7gggULFBkZqddff91YFxUVZfzZ4XBoyZIleuqppzR8+HBJ0rp16xQaGqotW7Zo9OjRysnJ0bZt25SZmalevXpJkpKTk3XnnXfqxRdfVEREhKvLBgAAJuLyEZj3339fvXr10h/+8AeFhITohhtu0GuvvWZsz83Nld1uV3R0tLEuKChIffv2VXp6uiQpPT1dVqvVCC+SFB0dLQ8PD2VkZJy334qKCpWWljotAACgcXJ5gPn666+1YsUKtW/fXtu3b9dDDz2kRx55RGvXrpUk2e12SVJoaKjTfqGhocY2u92ukJAQp+1eXl4KDg422pxt/vz5CgoKMpbIyEhXnxoAAGggXB5gqqurdeONN+q5557TDTfcoEmTJmnixIlauXKlq7tykpSUpJKSEmPJz8+v1/4AAID7uDzAhIeHq3Pnzk7rOnXqpLy8PElSWFiYJKmgoMCpTUFBgbEtLCxMhYWFTttPnjypoqIio83ZfHx8FBgY6LQAAIDGyeUB5pZbbtHBgwed1h06dEjt2rWTdHpCb1hYmFJTU43tpaWlysjIkM1mkyTZbDYVFxcrKyvLaPPRRx+purpaffv2dXXJAADAZFx+F9Jjjz2mm2++Wc8995xGjRqlPXv26NVXX9Wrr74qSbJYLJoyZYqeeeYZtW/fXlFRUZo5c6YiIiI0YsQISadHbAYPHmxceqqqqlJiYqJGjx7NHUgAAMD1AaZ3797avHmzkpKSNHfuXEVFRWnJkiWKi4sz2kyfPl3l5eWaNGmSiouLdeutt2rbtm3y9fU12qxfv16JiYkaOHCgPDw8FBsbq2XLlrm6XAAAYEIuDzCSdNddd+muu+664HaLxaK5c+dq7ty5F2wTHBysDRs21Ed5AADA5HgXEgAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMB0CDAAAMJ16DzDPP/+8LBaLpkyZYqw7ceKEEhIS1KpVKzVv3lyxsbEqKChw2i8vL09Dhw6Vv7+/QkJCNG3aNJ08ebK+ywUAACZQrwEmMzNTq1atUrdu3ZzWP/bYY/rb3/6mjRs3ateuXfr+++81cuRIY/upU6c0dOhQVVZW6vPPP9fatWu1Zs0azZo1qz7LBQAAJlFvAaasrExxcXF67bXX1LJlS2N9SUmJ/vKXv2jx4sW6/fbb1bNnT73++uv6/PPPtXv3bknSjh07dODAAb3xxhvq0aOHhgwZonnz5mn58uWqrKysr5IBAIBJ1FuASUhI0NChQxUdHe20PisrS1VVVU7rO3bsqLZt2yo9PV2SlJ6erq5duyo0NNRoExMTo9LSUu3fv7++SgYAACbhVR8Hfeutt/TFF18oMzPznG12u13e3t6yWq1O60NDQ2W32402vw4vZ7af2XY+FRUVqqioMD6XlpbW5RQAAEAD5vIRmPz8fD366KNav369fH19XX34C5o/f76CgoKMJTIy8or1DQAAriyXB5isrCwVFhbqxhtvlJeXl7y8vLRr1y4tW7ZMXl5eCg0NVWVlpYqLi532KygoUFhYmCQpLCzsnLuSznw+0+ZsSUlJKikpMZb8/HxXnxoAAGggXB5gBg4cqH379ik7O9tYevXqpbi4OOPPzZo1U2pqqrHPwYMHlZeXJ5vNJkmy2Wzat2+fCgsLjTYpKSkKDAxU586dz9uvj4+PAgMDnRYAANA4uXwOTIsWLXT99dc7rQsICFCrVq2M9fHx8Zo6daqCg4MVGBioyZMny2az6aabbpIkDRo0SJ07d9aYMWO0cOFC2e12PfXUU0pISJCPj4+rSwYAACZTL5N4L+Wll16Sh4eHYmNjVVFRoZiYGL3yyivGdk9PT23dulUPPfSQbDabAgICNG7cOM2dO9cd5QIAgAbmigSYnTt3On329fXV8uXLtXz58gvu065dO33wwQf1XBkAADAj3oUEAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMhwADAABMx8vdBQD4leJ86fhPtdvXv5VkjXRtPQDQQBFggIaiOF9a3keqOl67/Zv5Swl7CDEAmgQCDNBQHP/pdHgZ+ZrU+rqa7fvjIWnTRCkvvXYjOIzeADAZAgzQ0LS+ToroUbN9/FudHoHZNLF2fTJ6A8BkCDBAY2CNPB1AajP6cmb05vhPBBgApkGAARoLayQBBECTwW3UAADAdAgwAADAdLiEZDY/HqrdftxlAgBoRAgwZsFdJgAAGAgwZsFdJqhvjO4BMBGXB5j58+dr06ZN+ve//y0/Pz/dfPPNWrBggTp06GC0OXHihB5//HG99dZbqqioUExMjF555RWFhoYabfLy8vTQQw/p448/VvPmzTVu3DjNnz9fXl5NOHNxlwnqA6N7AEzI5Wlg165dSkhIUO/evXXy5Ek9+eSTGjRokA4cOKCAgABJ0mOPPaa///3v2rhxo4KCgpSYmKiRI0fqs88+kySdOnVKQ4cOVVhYmD7//HMdPXpUY8eOVbNmzfTcc8+5umSgaWN0D4AJuTzAbNu2zenzmjVrFBISoqysLPXr108lJSX6y1/+og0bNuj222+XJL3++uvq1KmTdu/erZtuukk7duzQgQMH9OGHHyo0NFQ9evTQvHnzNGPGDM2ePVve3t6uLhto2hjdA2Ay9X4bdUlJiSQpODhYkpSVlaWqqipFR0cbbTp27Ki2bdsqPT1dkpSenq6uXbs6XVKKiYlRaWmp9u/ff95+KioqVFpa6rQAAIDGqV4nlFRXV2vKlCm65ZZbdP3110uS7Ha7vL29ZbVandqGhobKbrcbbX4dXs5sP7PtfObPn685c+a4+AwAXBYmAAO4wuo1wCQkJOirr77Sp59+Wp/dSJKSkpI0depU43NpaakiI/kPI1CvmAAMwE3qLcAkJiZq69atSktL09VXX22sDwsLU2VlpYqLi51GYQoKChQWFma02bNnj9PxCgoKjG3n4+PjIx8fHxefBYCLYgIwADdxeYBxOByaPHmyNm/erJ07dyoqKsppe8+ePdWsWTOlpqYqNjZWknTw4EHl5eXJZrNJkmw2m5599lkVFhYqJCREkpSSkqLAwEB17tzZ1SUDqAsmAANwA5cHmISEBG3YsEHvvfeeWrRoYcxZCQoKkp+fn4KCghQfH6+pU6cqODhYgYGBmjx5smw2m2666SZJ0qBBg9S5c2eNGTNGCxculN1u11NPPaWEhARGWQAAgOsDzIoVKyRJ/fv3d1r/+uuv67777pMkvfTSS/Lw8FBsbKzTg+zO8PT01NatW/XQQw/JZrMpICBA48aN09y5c11dLgAAMKF6uYR0Kb6+vlq+fLmWL19+wTbt2rXTBx984MrSAABAI1Hvz4EBAABwNQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHQIMAAAwHZe/zBEAauTHQ7Xbz7+VZI10bS0ATIMAA8A9/FtJzfylTRNrt38zfylhDyEGaKIIMADcwxp5OoAc/6nm+/546HTwOf4TAQZooggwANzHGkkAAVArBJimpLZzDSTmGwAAGhQCTFNQ17kGEvMNAAANCgGmKajLXAOJ+QYAgAaHANNUMNegZorzax/4uNwGAPWOAAOcrThfWt5Hqjpeu/253Hbl8AwZoMkiwABnO/7T6fAy8jWp9XU12/fM5ba89JqP4NRlknVT44pnyNzzv5J/69r1TfgB3I4AA1xI6+ukiB4128cVX6z+rWq3b1NSl3ldx3+U3h4jvRFbu74ZYQMaBAIM4Ep1nTDN/91fvrrM6+IBeoDpEWAAV2PCdMPHzwgwPd5GDQAATIcRGDRetb0Vmsm0ANDgEWBQ75qVfacullxJku+PQZKl+eXvXNs5Ia64FZrJtADQYBFgcPlqMzJx/Ee13/gn/d3nl9OfN9dw/9re7vrjodrfCi0xmRYXx/NnALcjwODS6nprsJefxlbO0E+OQC0d3UPXtrnMERhX3O7a1sYXBlzHFbfJcws24BIEGFxaHW8NPvyzt9JeP30J6UTrrlJE0OXvzC3JaEjq8neBW7ABlyLA4PLU4bbTqu9KJOVe8X6BeuGu30nezwU4IcAAwJVUy7lkentM3Sal1/bVCXVBcEI9IsAAwJXgivkzf3q35iGkrnPJ6oI5P6hHBBgAuBLc+ZqJuvRbW3V5sWldMfLTJBBgAOBKcdf8GXf0W9cRp7pg5KdJIMAAAFyvriNOtcXdXk0GAQYAUD/ceRchDxts9Bp0gFm+fLleeOEF2e12de/eXcnJyerTp4+7ywIANFTufNggt7pfUQ02wLz99tuaOnWqVq5cqb59+2rJkiWKiYnRwYMHFRIS4u7yAAANkSseNlibiceuuNWd4FQjDTbALF68WBMnTtT48eMlSStXrtTf//53rV69Wk888YSbq0Nt/VRe6e4SADR2tb105a5b3d0dnGr7jCA3h58GGWAqKyuVlZWlpKQkY52Hh4eio6OVnp5+3n0qKipUUVFhfC4pKZEklZaWura4n8ukCsfpf7r62I3MD6Un9ENZhb7+oVzVFaf/ck38c5rWT+irDmGBbq4OAM7iESSNSZV+Kard/n7BkvXqmu930ls65Su9OaF2/Xr5SSPXnQ4UNXH8J2nTJOkvI2vf78SPa3fOF3Hme9vhcFy8oaMB+u677xySHJ9//rnT+mnTpjn69Olz3n2efvpphyQWFhYWFhaWRrDk5+dfNCs0yBGY2khKStLUqVONz9XV1SoqKlKrVq1ksVjcWBlKS0sVGRmp/Px8BQYy8tJQ8HNpuPjZNEz8XK4Mh8Ohn3/+WRERERdt1yADTOvWreXp6amCggKn9QUFBQoLCzvvPj4+PvLx8XFaZ7Va66tE1EJgYCB/6Rsgfi4NFz+bhomfS/0LCgq6ZBuPK1BHjXl7e6tnz55KTU011lVXVys1NVU2m82NlQEAgIagQY7ASNLUqVM1btw49erVS3369NGSJUtUXl5u3JUEAACargYbYO655x798MMPmjVrlux2u3r06KFt27YpNDTU3aWhhnx8fPT000+fc4kP7sXPpeHiZ9Mw8XNpWCwOx6XuUwIAAGhYGuQcGAAAgIshwAAAANMhwAAAANMhwAAAANMhwKDepKWladiwYYqIiJDFYtGWLVvcXRIkzZ8/X71791aLFi0UEhKiESNG6ODBg+4uq8lbsWKFunXrZjwkzWaz6R//+Ie7y8JZnn/+eVksFk2ZMsXdpTR5BBjUm/LycnXv3l3Lly93dyn4lV27dikhIUG7d+9WSkqKqqqqNGjQIJWXl7u7tCbt6quv1vPPP6+srCzt3btXt99+u4YPH679+/e7uzT8n8zMTK1atUrdunVzdykQt1HjCrFYLNq8ebNGjBjh7lJwlh9++EEhISHatWuX+vXr5+5y8CvBwcF64YUXFB8f7+5SmryysjLdeOONeuWVV/TMM8+oR48eWrJkibvLatIYgQGauJKSEkmnvyzRMJw6dUpvvfWWysvLeX1KA5GQkKChQ4cqOjra3aXg/zTYJ/ECqH/V1dWaMmWKbrnlFl1//fXuLqfJ27dvn2w2m06cOKHmzZtr8+bN6ty5s7vLavLeeustffHFF8rMzHR3KfgVAgzQhCUkJOirr77Sp59+6u5SIKlDhw7Kzs5WSUmJ/vrXv2rcuHHatWsXIcaN8vPz9eijjyolJUW+vr7uLge/whwYXBHMgWl4EhMT9d577yktLU1RUVHuLgfnER0drWuuuUarVq1ydylN1pYtW3T33XfL09PTWHfq1ClZLBZ5eHiooqLCaRuuHEZggCbG4XBo8uTJ2rx5s3bu3El4acCqq6tVUVHh7jKatIEDB2rfvn1O68aPH6+OHTtqxowZhBc3IsCg3pSVlenIkSPG59zcXGVnZys4OFht27Z1Y2VNW0JCgjZs2KD33ntPLVq0kN1ulyQFBQXJz8/PzdU1XUlJSRoyZIjatm2rn3/+WRs2bNDOnTu1fft2d5fWpLVo0eKc+WEBAQFq1aoV88bcjACDerN3714NGDDA+Dx16lRJ0rhx47RmzRo3VYUVK1ZIkvr37++0/vXXX9d999135QuCJKmwsFBjx47V0aNHFRQUpG7dumn79u2644473F0a0CAxBwYAAJgOz4EBAACmQ4ABAACmQ4ABAACmQ4ABAACmQ4ABAACmQ4ABAACmQ4ABAACmQ4ABAACmQ4ABAACmQ4ABAACmQ4ABAACmQ4ABAACm8/8Auj8cld9dFK8AAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "working on VTD usage for HD center 0 out of 4604\n",
      "working on VTD usage for HD center 1000 out of 4604\n",
      "working on VTD usage for HD center 2000 out of 4604\n",
      "working on VTD usage for HD center 3000 out of 4604\n",
      "working on VTD usage for HD center 4000 out of 4604\n",
      "Here is the weighted histogram of VTD usage across all circular districts\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"here are histograms of circle-district pops and radii\")\n",
    "plt.hist([HDvPop[t]/aDP for t in range(nHDs)],      bins=30,histtype = \"step\",label=\"normlzd pop\")\n",
    "plt.hist([HDradius[t] / avgR for t in range(nHDs)], bins=30,histtype = \"step\",label=\"normlzd radius\")\n",
    "plt.legend()\n",
    "plt.show()\n",
    "VTDuse = [0.]*nTracts\n",
    "HDweight = [tractPop[t]/statePop for t in range(nTracts)]\n",
    "for t in range(nTracts):\n",
    "    if t%1000 == 0:\n",
    "        print(\"working on VTD usage for HD center\",t,\"out of\",nTracts)\n",
    "    for v in HDtractList[t]:\n",
    "        VTDuse[v] += nDistricts * HDweight[t]\n",
    "print(\"Here is the weighted histogram of VTD usage across all circular districts\")\n",
    "plt.hist(VTDuse, weights = HDweight,bins=30)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "2c1dc77a-7b14-489a-95f3-6f5759eac98e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Here we color-code VTDs by usage in circle districts (darker = underused)\n"
     ]
    },
    {
     "data": {
      "image/png": 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ftLqaxgypVAr33nsv3vSmNyGRSNiW7DZuetjkg8POnTvxyU9+Ep/85Cctf8bhcOC3f/u3Lfc+0QLfTXRubq7h/enpaWzbto09bPlJnFIpev4Yq0U++MoToNHlUa9ig6C1vdGx9LCStEutVjMkQFeDnCwXLzSpIgwODkIQBEXHZnX1TSwWYw0J+eaEbrfbcN/r1q3DnXfeyX7n96uu5hIEAalUCps2bVKkFIGl79nn8xlG9NQurMBSp9vR0VHs2rXLVL8iy7KuSFfr+6hUKvje976H733ve/jMZz5jkw8bNz1s8sFBEIQGvYUZKpUKvv71r+uu9prF6173Os3XzTQfu3bt0nx9tcjHkSNHsGXLFsNOrQ6HAy6Xi5WgqgkJiQA3bdrEKmeoUoA66jqdTsMxS5KE17/+9YpOucCV8/R4PLqfJeKyXOfX1ZzkZVlmpbi8Doe66PLdeKvVKvx+v0KzQ/9Xq1UcO3YMsiyzyX7z5s04efIkm/RHR0fR2trKvEz4bsDqEmAzmE3qRlVfZlVYP//5z3UbIQ4ODjbce9u3b9ftyNvd3W14LCOcOXMGoVBIs7uzKIq49dZbMT09rRCuNoMvfOEL+MY3voEPfvCD+NKXvgS/34+/+Zu/uS7cfW3YWC3Y5EOFZDKJ7du3Wy6ddblcq5p2We4Ep/c5M/fSZo5n1S3TbHLnxX6lUqnBwM3IHVKWZfzgBz/A6Oio5vuvfvWrdT9rZfy7d+/WjI5QN9Pdu3c3vMdHoQRBwB133IFMJqPwzuC3A5ZI1OnTpw3Hoz6+kbCZP7daraZblquFZlxlV0LAzK6/0eSr9Z4ZSTWC2XkYiVlzuRx+8pOfLHvfY2NjOHHiBJ588km89rWvxUc+8hGbeNi46WCTDxXa2trwhS98AXfffbcl7YfL5VpVW+7lul86HA5EIhG2siVCFIlEUKvVdCfr1RyblYmJ/D6Wexyn07nsUmIyftMjR/V63TDcvnHjRlOvE2DJ74T8TfSgF6m61sF/x7wBnNpQT/1PEAREIhG0t7fD6XTC4XCw/wHzCF2z5MNsMje6x8wIu9m+zf4O6Hlx66234lOf+tQ1097Aho2rCfuu18C6deswPDyMJ5980nTb1ax2MespYYRCodAgTB0eHobf78eRI0fgcDgUoePlrLTMyIeVsW/atMnUqMtsYjAiH2Z6kWtFgMuPY2hoCIFAADMzM8jlcpAkCRMTE4rt161bh/n5eVy+fHlVxyHLMt7whjcoKqJ4jQXfwZaI7Ytf/GKW9rnlllvw85//nKWA+FRRNBpFOBzG8ePHUa/XMTU1BZfLhVqthnK5jFKppEj9bNu2TZfcad2vRpO82YRudI+tdX+hUqkEr9eLv/7rv7aJh42bFvadzyGTyeBrX/saHnjgAUvEA1jdyIckSZBlGdFoFNVqFZVKhYkk1dbXas8OrYn/xIkTDRbfajQTaVlJxAJYcoVUO3FqwWhSWUnkg67lco5r5f1mIMsydu3ahZmZGc30y8aNG+F2u1Gv15HL5TAyMrImVt2iKOLYsWOGWh4jbNiwQTfKQ/evlWaIQPPdeVfStXkl5MOMwBrdJ/Q3u2fPHrv01sZNDZt8cJiYmMCBAwdw66234sMf/jDGx8fxqU99ylBM6nA4Vq11vcPhwMLCQlOlvgS9B+JKws9qmEV4VpJH52F0PSVJMu04qoeVko/VbAhXKpUMUzzqCEAkEoEsy8zqnxf0lkolOJ1O9l0346K52h12eZi1plfD4XDA7XY3uAsLgoBAIIBoNKrotePz+RAKhTRN9FwuF/vb1Do/o3vI7G8mEAgsu2pKkiTUajW8/e1vNzyGDRs3OmzywWFgYABf+cpXFBPUrbfeijNnzuCpp57CZz7zmYbPqEtIV4KVWLXrPUyNuncCSx1wN2zY0NBIjcCLJdWpAB47d+5EtVrF1q1bGwSWNCH4/X7k83kIgsBSQHRM/rhmkQ8jEiSKIl71qlcpKm3o+K2trdi5cycqlUpDaSYAtLa24sc//rHuvlcTTqcTO3bsANDYxE4Lp0+fthyduOWWW7Br1y7d/dE1rNfrlvuy6MGsvLoZYj48PIzp6Wn2fVUqFUYexsbGEAwGGdEQBAGjo6OIxWIQRZGRL6qa+uVf/mX4fD7F6zQmci7Wu55mkY9Tp07hfe97HxwOByYnJ1GtVuHz+bC4uIh/+7d/M/ys0+nEbbfdhttvv93ydbFh40aETT5UUD+wh4eHMTw8jL179+J//+//3VBxsJoaAofDods/wwx6qQizVVw6nWadXM1gRGTy+TzOnDlj+PmBgQFL5Yk7d+7Ufc9M86HXVE4URbz4xS/Gc889h5mZGc1tXvnKV5qObbVQrVZx+PBhy9t7vV7L25KVuB66urpY91ePx4O+vj7L+24GzUY+FhcXTfVAVrFr1y7DkmCjknorgtJ/+qd/wt69e3Hu3Dl2Pw0MDODOO+80dV79rd/6LZPR27Bx48MmHxZx7Ngx3HbbbSiXywqdRUdHB7Zu3cp+LxaLuq6KkUhEIcrjxXm1Wg3BYJCJIpuNpvj9fnR1dSGZTGJhYYGt8AqFAtavXw9giSi1tLSw9+nfli1bLE2EfFSDSk/z+TycTqeplkMUxVVpwNfshEao1WoolUqmq9pgMNjgT0LXyeVyIRqNstW12lyL/rlcLnR2dmoas9FrZhEpNZrRuTRjY76WaZe13LeVYxuhWX2J1r75XjDAkj9IKpXC8PCw4WdbW1sN92/Dxs0Am3xYxO23345oNIp/+Id/wI9//GM4HA7UajV87nOfU0wqWv/TRL1x40ZMTEwoyhEdDoei7HB+fh47duzA448/zpTwNKl1dXXh8uXLzNGUd5A8efIkisUi/H4/zp07p3seO3fubDBmMoo0EARBaGgVv23bNkZaBgcHNSMKPT09iEQiAKzZxAPm7qfLndDM3FHr9bqhl0apVLKkx+ns7DTspwOgabHh5s2bWamw1sTJXxMzJ1E1+VgJtFxr9VxwryVs27ZNs1Ee/W3x15hPz9XrdXi9XiSTSYXRG/1fKBSwuLiIcDiMcrnMyt4pGkImfDZs3OywyYdFSJKErVu34nOf+xwTLp44cQLveMc7NC3R1YhEInj++edZuNsI8XhcU18RDAZRKpUwOzur+9mVehDoQWuS4vdVqVQQCoUaCEZ7ezsKhQKy2SzcbjfWr1/PemtoeUEsZxxWUalUTB/80WjU0vdpBCtjbPZ7OH78OEqlEur1Ojo7Ow1LbklLYnV8KyEI6omZv/+aLedezXbzZt/B5OQk/u///b+rdjwAbDGxd+9eRtQpSkZj+tCHPoSenp5VPa4NG9cjbPKxDNBDdcOGDXj961+Pr3zlK6af8fl8lvUceiHhYrFo6lxp9MDfvXu36YrcaEwk9NPC+fPnkUgkUK/XFT0v8vm8JWMuHlu2bNF9byXkw6wpnSiKaG9vh8fj0TRls3rstVjt86LU0dFRDA8PL7s8VsuWfjXGxaerBEGALMtNCU5X06zPKK21VukgSu0ZdbuNx+OrflwbNq5H2ORjBajVarq9JdSYmprCb/7mb+JrX/uapf1qwev1mj6gjSaTo0ePan7e7XazEk4ADSSDQtFHjhzRXDXTa5OTk9i7dy+rJqGU0+bNmzE2NmY5omCWdjGCx+OBLMsNehutlbkWjh07hqGhIc2S3tU2KKNVMa2Y1RUbAJg5nLrc2+VyGe53YGCApQPou6AIUzgcRn9/P0RRtHRPEfr7+7Fv3z7Fd06RLnWFE+mNmjHRCoVC+JVf+RXN95olC+VyGR0dHZokUhRFtLS0NLU/qzBz8O3o6FiT49qwcb3BJh8rwE9/+lPLZmSlUkm3ykINvQetUdM0gpnDpxYuXLhgOrZAINAwcWuZS1UqFc3X4/E44vG4ZcMpPZgRgPe97304evQoE4TyKR1BEExtz4El8kehcb6RWyAQQHt7u4LU8N8VkZxmcvokOC6Xy5Z9UOhzu3btwoULFxrScLVaTbdBGwCFODgQCGh2eNXCL/3SL+H+++9viL5RxIO/P+j6NJN6GR8fx0MPPWRpW4qs6MHn8+m+T8LwtYBZ6fJKul/bsHEjwSYfK0AymWyq+mJ2dhZvfvOb4XA48K1vfUt3Oz3yYcXGfa3sw/Um1KGhIYVDp97Yp6en0dbWBq/Xi1wut+xxmK2A0+k0HnzwwWXvH1iK4JDhG49QKITJyUnTz9dqNc3wOi9MXKnosFar4dChQwiHw9i5cyempqYwMjKCcDjc1IRPnhdW8M1vfhN/8Ad/gL/6q79STLB86kVd+bNW4N1+teBwOAzJ3FqNzcirp729HZs3b16T49qwcb3BJh8rwJYtW/DZz34Wv//7v2+qxQgGg+jp6UE+nzd0TDVCOp02JTvLiXxYiaiIooj+/n6FmyQAhMNhdHZ2smO7XC60tLSwSIooiux9URTR09ODmZkZZiKVz+dZlUCxWDTNx1+N3iyLi4vYsWNHg1dGM8c2EgUDK5v8otEo81RJpVKsAqe/vx/j4+NN788q+ahUKjh+/DhCoVDDBCtJkqI6i+61terWunnzZpw6dUr3fVEUDaMba0U+JEnSPW4wGLR7udiw8f9g/yWsEHfffTde/vKX4xvf+Ab+/M//XHc7v9+Pn/3sZ5ZWznoYHx+H0+k0fKjqPeyNVtqhUMi0YZkgCDh//nzD6+FwWHFOExMT2LBhA2RZZp4X/L7Vx+GFgU6nE7IsG5aKriX5oGun50li9dhWtpMkCclkkkVCqByToiPAUhM+Wt3zhlnr1q3D0aNHmVYEWCKWIyMjTVv9NxP5AJbSGXraHSplpjFY0dgsF5VKxbCU1+12G2ovvF4v+vv7Nf126H/qTVMsFi37rEiSpBv5OHPmDMrlctMeLzZs3IiwyccqwOVy4dd+7dfwF3/xF4YPQ6smW3r7qFariMfjy1rdyrKsKyy0sgrUm1D1XrdCsrQmJnrIu1wuZuhm5XiE1Xiw12o1jI6OWurAqwUr17NWq5leo+eee4797Ha7maaEvFXi8bgiwkL6liNHjqCzs9NSWXezlR/U10QLfMSDH9Na4MSJE/D7/bqpSDPyIcsykskkE/Q6HA6Fbw5fAp5IJPDFL37R0riMulwnk0mbeNiw8f9gk49Vgsfjwb333ouHH34YjzzyCHK5HPbu3cse1NFoFIlEgkUtHA4Hvv3tb2vua8OGDfD7/ex3miDIrMzj8WD//v0AruS+eQOkwcFBRXqkVquxiIm6CgRYmrAjkYhiP+rqBa/Xa7nhnZWVP99vQ42NGzeira2NTQi8piAYDOI973mP7vHa2trw7ne/W3MMXq8XkiTppsgCgQB+9KMfAVhKcU1MTCyrpHUtojNmGoeVHN8q+Whra8Pi4qIl7RHtt5mxOJ1OBINBzXGp70mKfOjBrOFjNps1bQdAePWrX21pO2CJfOgtMlbD4deGjRsFNvlYRbzlLW/BW97yFtx///345je/iRMnTuiKK++8807d/SwsLOCHP/yh7vt/8Rd/ga9+9aua7/F9WmKxmMJzg8fw8DBzQuVD+n19fZpW6XoTlNYEYGUyczgcmiF/SZJw/Phxw94kRnjDG96Ar3/965rv9fb2IhAINDi1Eu68807s2rVL8ZogCLjtttvwxBNPIBqNYvfu3ZBl2TD1FQgEmGusmsTRzz6fD1u2bGkoB6bfqVEZpQC0TOfMtD9UsUOmeBSZ4AlmIBCwPClu27YNzz//fFORkmbIR1dXF4aGhjQ/pyahHo8HIyMjulU9brd71bpNN3MORt4mc3NzSKVSms6qNmzcbLDJxyojk8ngP//zPw2bWgFLK+s3velN+NnPftaQQzd72FHZq1mu3qzjqBbOnTuHRCLRIJhc7dW8ntZAFMWm+pg0A7PST0EQFKkOHsPDw8hkMjhy5AjWr19vGA3Zs2ePKXnavn27YUqnvb3dsIuwGWq1mqXS7maqbjZv3oy5uTnTe5vQrKizWCxa9oLxeDyG+9fyaVnu2JrZVpZl+P1+FrUjDQnhyJEjeNGLXmR5fzZs3Kiwyccq4xvf+IaltuxPPPEEgsEg2tvbmyYfzzzzjCWR4HJXflr7Xk3ysW3bNl1zNkmSVuR0aTRRkFmaHozO8cSJE8yIbXp6GpIkoaOjg9mxR6NRAMDIyIjltIQROjo6EIvFNFNhFCEx6kOzmuJYwte//nW8/e1vt7x9s+Sj2YiK0f29mi6mzZKPdDqtW+b75JNP2uTDhg3Y5GPV0UwpHV8ZwMPoYffhD3/YsgZBve9du3Yhk8lgenracNIpFArYuHGjZffWZmHWUXQlk7dZqbHR+2aTTCAQwPbt2yFJEtLpNHK5HIuU8FU8VFq8EkxOTpoKi41cOpshFVaIrNPpxO/+7u/iBz/4geX9rqXPh97fDsHs/Ncq8uF0Og3HZaV7tA0bNwPWRop+k+LChQv49Kc/bXl7PStmo8lgenrackTD7XYjFAph165d6O3tRTabxblz5+DxeODz+XQ/t7i42KADMKpwUGMlUZKVRj6MYFb6aTYJZzIZHDp0CAcPHmT9X8hYa7Wx0n1arTKRZdlSBUa5XMY999zToIl5oWBWIrxWDRbN4HA4DNOGp0+fxoULF9bk2DZsXE9YUeTj3nvvxT333IOPfOQj+MxnPgNgadX83/7bf8O3vvUtFItF3HnnnfjiF79o2cL5eobT6Wxq1d7S0oL169ejpaWFNaSiqhM9/Mu//Ave+ta34q1vfSvm5ubwn//5n7rbFotFVKvVBkvxqakp0wZXak8PvclwOakdo4nVzBxqz5496Ojo0BRyav3Ow4rmwwj8+0bpm5WULlvZv5V9WCUvpVLJss/Hzp07EYlELG0LKCtUVhtGHh/A6kY+AoEAXv/61yv61qj3QecaCoXw1FNPGe5vrazdbdi4nrBs8rF//378/d//PbZu3ap4/aMf/Sj+4z/+A9/5zncQCoXwwQ9+EG984xvx85//fMWDvdbR0dGBD33oQ/jCF76AWq2GtrY25HK5Bptuwvnz53H58mVFc7HNmzfje9/7nuFxyJr9wx/+MB566CG2+nY6nXA6nZAkia1mE4mEwv6ccPHiRfT09CCbzWJmZgbxeBxtbW3MZVQ9SXs8Hni93obyyUqlgsHBQcVrbrcbQ0NDmg/4er2OQqGAnTt3olAoKPquUJVHMpnEf/zHf2gSuY6ODnz3u99FNptFNBpFpVLRvb5qlMtltLe3G27T2trKxkPlwHRubrcbXV1dEAQBuVwO3d3dmpEPj8eD3t5eAFe0B7yBmSAIcLvdGB4eVpw/vy+fz4dIJAJJknQ1OIIgoK2treF1YMnUzqiJGX03TqcTvb29hpNxa2srisUifD4fUqkUPvShDxleQ9o/iS5vu+02xet6xIAvszWDKIrYtGkTCoWC5tg9Hg/e/OY3N4yJ0EwfnUuXLuHhhx+2tG1ra6vpNurvzIaNmxHLIh+ZTAZve9vb8A//8A8KV8+FhQX84z/+I775zW/ipS99KQDgq1/9KjZs2IAnn3wSt9566+qM+hrGhz70Ifz6r/86yuUykskkCoUCfu/3fo/5R6hRLpfZJCsIAiYnJy2nHaamphR+HWRXzkNrspUkCZlMBplMBslkEsBSOofU+VqTeTQatezz0dXVZapX2LBhg6ZjKrD0cNYza6rVavjVX/1VAEuOr8PDw5ZTXbOzswgEArrvVyoVw2qLsbExbNq0CadOnTKM+IRCIcPGbsCSLfr8/LzpmP1+v+5EaRTF2bp1q+Xwvt/vN7T837lzp2558mqCJylmcDqduHjxYlMkgiAIwppFYq1ErL72ta/hwx/+8Joc34aN6wXLIh8f+MAHmK04Tz4OHDiAcrmMl7/85ey14eFhdHd344knntAkH8ViURGG1POluJ4Qi8XYz263G3/7t3+LsbExvOtd72LeGlphY0mSmhZbmoWPQ6GQIjolyzJSqRTq9TrOnj2ryE9PTk5i586dliMJyx0TsPy0hVrw2N/f35QT6UoEp8CSOVV3d7cucbIKq2mR9vZ2nD17VvM9I31BM5Oy2Vja29vh8/lYaqFSqTDSnM/n4XK5UK/XLZt2rQZkWV52SfZKRc1m+zbDv/7rv+Luu+9Gf3//mozBho3rAU0LTr/1rW/h4MGD+NSnPtXw3sTEBGRZbjDRSSQSup4Fn/rUpxAKhdi/rq6uZod0XaC9vR2veMUrMDg4iKGhIQwMDDRsI0lSUw/UsbExwz4owNIK+/nnn2f/isUizpw5g1QqhR07dkCSJGzbtg0bN25EPB5HsVjU3OdqGTYRVqt53Ne//nXcddddiEajaGlpURDfZmHlHC9cuACfz7dmtuFqeDwetLe3Y8OGDfB6vYr3jK5TM5Or2fUeGRnBM888gwMHDuDgwYM4cuQIzp49i7GxMZamisfjKxbJNuuGulzyoSf01kMzvW+snEOtVsOXv/xly/u0YeNGRFORj8uXL+MjH/kIfvzjH5tOelZxzz334GMf+xj7PZ1O37AE5B3veAfGxsbwox/9SPOB1iz5IK2GUVM4fpLktRyzs7OYnZ1FOBzG4cOHmeNoW1ubpuNlMw/glaLZif3IkSP41V/9VQiCsKIVrVWCRT4bK4HViTadTsPr9eLkyZMYGhqCKIpwOp0oFAqaTrSEZiqGzMaivi61Wg2lUgmlUokZji0uLqKzs9O0QeFqwUxwavbZZv7O1sLR9YknnsChQ4eYd4wNGzcbmiIfBw4cwNTUFLOOBpYeTI8++ig+//nP48EHH0SpVGqwEJ6cnGTaAjVcLhdcLtfyRn+dobW1FX/913+Nj3/843jf+97XIARttsz02LFj+PCHP4ynn34awBUxn1qFT9i8ebPCebO/vx+jo6MArjR0y2QyDQ9EEg/quX8uB0YP9Gq1il27dqFQKKBcLiObzSKXyyGfz2t+7vTp0zh9+jQ8Hg/e9KY34SMf+QgEQcCjjz6KSqUCWZZZAzF19ICHKIrw+/2K5mKyLEOWZXi9XrhcLjgcDrS1tSGbzSoakRGxo31s2bJFU0hKkGW5wUVWC8ViEZcvX4YgCKyFfG9vLyRJQltbG+u8SpbjLpeLdQemcVUqFVSrVZY2IYt1+mfkTWNm5kWIx+OWGtkZoZnIx0oiT8128m0GVsdVqVTw53/+5/jnf/7nm+b5Z8MGj6bIx8te9rIGk5zf+q3fwvDwMD7xiU+gq6sLTqcTP/3pT/GmN70JwFKvkUuXLmHfvn2rN+rrHG1tbfjsZz+L3/zN38TU1BR7fTmaD7fbbWh3/aIXvYjZpWv1y1AfLxqNNpTmAjAUaqphtaurHlKpFGucR1U8siyzyX/dunVMO0PHo39jY2M4cOAAm1grlQorOa5UKti4caPucdvb2zE7O4tqtYpSqcQa8eVyOaTTaTbRJ5NJtLa2WrYZ14LV/h6RSATT09OK15xOJyONPNSC4FAoBFmWTY9hNOk7HA5LpaGzs7MYHBxEIBDAs88+y4jVK17xigb9ifp4RBSLxSJLm5GQOpvNan6Gr0IClkSzpCNSu8LyDRbpnILBIDZu3Ki5TaFQwPz8vIKc+f1+zaaL6nJiIh9WHFZHR0fx7W9/G7/xG79hen1t2LjR0BT5CAQC2Lx5s+I1n8+HWCzGXn/3u9+Nj33sY4hGowgGg/jQhz6Effv23RSVLs2gt7cXDz74IM6cOYNKpYK/+7u/w5EjR5o22MpkMoZ9LBYWFjA5OYm2tjbm0Fmr1ZDP5zUJhV4ov1arMZ2K1kqeb/pFZaIANB/UtVoNfr8f7e3tbBVOE3u9XofL5WITab1eZyF+QiwW09UQpVIpFiHQgtEqvlgs4ty5c6ar4nQ6rUnQVhvBYBB+vx87duwAcOUaer1eTfKhhtX27UaTpMPhsHRPTkxMYGJiAn6/H7t370apVEK9Xsf09LSpq2dnZyfuuOMOTExMKL67bdu2WSZ4O3bsWBEZJIiiiK1bt+LkyZPsPp+ZmbFcBtzS0sKiaxSJ5Eu3AbComiRJ+MEPfgCPx4O3vOUtKx67DRvXE1bdXv1v/uZvIIoi3vSmNylMxmw0wu12M9L26le/GidOnGiKfOzbtw8/+clPLDXQGh8fRyKRYKmTWCym2Vp+ZmYGnZ2dmJycbHjPaoVHe3u7IqIzMDCgiFQAS+k2rWMAK3P3XIkwtlqt6vpq8HjmmWfwgQ98AH/7t3+77GMBwKZNm9ikpHXOLpdLs4pn3bp1lvafSCQU34MejMiH0+lUdMU1QyaTseyJQRgZGcHIyAgGBwfx8pe/HD/5yU9Mx7VWoGjHcu8jvoqLNyNTl8Tz+PKXv4y77rqrqeiiDRvXO1ZMPtQPGrfbjS984Qv4whe+sNJd31R47LHH4HA4UKvV2MrLLNz95JNP4m1ve5uhp4TL5cK6deuYJoB+FgQBsVisIaQPQFNw2szDWD15a+W0zdrBLxdm4zSa0MrlMhwOh2nqq1qtYv/+/ejp6TH18zDCyZMnDd/XM6OyOilbFVUafRf5fB6JRAJerxeJRAIHDx5cM1Jw+vRptLS04EUvehGLeFnFalrcOxwOdHV1YWRkpOlzXc44tm3bZqhFsmHjRoTdWO4awT333IPHH38c8Xgcu3btwv33348//dM/1d1+eHgYv/Vbv4VSqYTXvva12Lp1K0RRxPe+9z1FQ7gDBw5g586dOHz4sMJ0amBgQDcc7vF4Grw+mnkIq0V3WhO00f5WIiY0+6zR+0Q+rODZZ5/Fm9/8ZoRCoTVLwehdI6tiydUgH+VymQmjL1++jF27dmF0dFQ3arVSPPHEE4yEb9iwYU2OYQZBEJBKpbBp0yZcunSpwYvICJQWy+VylrbfsmUL/vzP/9ySOZkNGzcSbPJxjSAajeJ1r3sd+z0SiRj2inn961+Pu+++GwDwhje8gb1+9913484771SQB4fDge7uboWe4+zZsxgcHMTs7CzK5TKq1SqriAiFQopw/UorA7Q+v1o+H83C6LjFYtGyTqJYLOIb3/gG7rzzTpw+fVqRxyerfLK7p9LOhYUFVhETDAY1015WxprJZHSFs1RunM/n4Xa7USgUTCMIVqNahUIBqVQKHo/H0vbLBZGmtShxbQYXL16E0+mEz+eD0+lEMBhEvV7H8ePHdf8mLl26hG3btuGJJ56wdIx3vOMdq2ZbYMPG9QSbfFyjeOlLX4ovf/nLOHXqFA4dOoQHH3wQoigiEAigo6NDN+//2GOPKVxiyTvk0qVL2L59O44ePYpyuYx6vY7z588jEokoiIrP52tw1DRrX66G+sGsRaDWinyYTVgejwcf+tCH8MUvfrHhnJohH4S2tjb09vYy109qEFiv15HP55HNZlGr1XDHHXcoLPatNGjTi9LMz8/rWrPv2LEDpVIJkiQhm83C6XTC4/EgHo8zcbK6BHh4eFjR04YXD9P/9I+IBz9+j8fT4LtBYkt1BZe6QoTuFRIbk96iWq0iEAhg3bp1kCRJUc5M45qdnWXb+/1+dHZ2olgsMvEykWl1aXEzZJpvf0DXfMOGDZiYmMDCwgIkSWJREUEQ4HA4GvRNRliuUZoNG9c7bPJxjUIURezZswd79uzBW9/6Vrz73e9mJmAej0c3PfD5z39eMQkMDg6ytMCzzz6L9vZ21Go1TE5OIh6PN6RXfD6f5sRm1hGWx0pDyGsZ+Th8+DAGBwfxnve8B6Io4rvf/S7TvZRKJcvkQxAElirTatynhnrCs3KOVspk1dC69kSGqGxVjfn5ecMKIR7bt29XpPWAJeGsln4lFAohEAgY9o1RgyJDoigiFoshlUoxYsJjeHhYMck//fTTLOokiiIry6ZoFP3scDgQj8fx6KOPNhw7EAggk8mYjpEiiAMDA6jVahgfH4fH40E0GoXL5cIPf/hDS+c5NDSEAwcOYO/evabb27Bxo8EmH9cBJEnC+vXrLW376U9/Gh//+Md1K1PGxsawdetWTE5OYnFxEW1tbQotSGdnp+6qmhrPmUFNUrRIy1qJFs32e+DAARw4cADAEgH42Mc+xvoTFQoFy+TjJS95Ce6//35T0ajeuKyQD361TyZnsiyzzsW0H1EUkc/nUS6XIcuy5vdkRBybiQRoXV+9c3E6nU23j+cjE2SOpgX1MannDEFLNE1QE/fW1lYMDg7i9OnT2LRpk+VoxOjoKPx+P/x+P2RZxujoqGEnYcLWrVvh8Xhw/vx5PP7443jzm9+MeDxu6Zg2bNwosMnHDYZ169bhX/7lX1iTr7/7u79jP2/evFnR0nxxcZG1fgeWJiit6hdCV1eXYjLRclKt1+vw+/2Ix+MsWkKrT2otT6taynXTqpTep+Z3y0EzpIZSTwMDAzhz5gxqtZop+YjFYvjgBz+IkydPaq6e9bCcaI7P59PsSlypVFCpVLBhwwYWVaBxp1Ip9PT0NJBPvWiUVQdTfns16vW6pj5JlmXLwstmsZrRsa6uLuYSfODAAXR3d1v+rDpSYnb/OZ1OTE9PK8jRRz/6Udx999144xvfaLud2rhpYJOPGxBOp5NVCrz4xS/GpUuXUK/XMTMzA7fbja6uLuzduxeTk5PIZDLo6ekBcCW3393drciv04N+YmJCU7yYSCQUKZxyuWzYmh5Y0gmMj49rvheNRpd97s2KYy9duoS3vOUtKBaLaGlpwbe//W3D7WdnZzEyMoL777+/qeOoJyVRFNHf388mft7+vFKpQBAEBAIBw8lbbwLWinLobdtsk7VKpdIQWTl69Cg2btzYkLpxuVzL7lJtNq6VkA/19VHvy+/3o6+vD8AVt1QqTV9cXLScogKW/ha3b9+OTCYDj8eDmZmZBqFxsVjE97//fTz88MN429vehttvv31NU482bFwLsMnHDY6RkRFEo1EcPXoUg4ODcLlceP7551Gr1dDT06NIuZjB5/Mpfo9EImhpaUG5XMbx48fZ61ZMsF6otIsazzzzDJ555hkEg0G87GUvw+bNm3HixAnd7X0+H/r6+lalJfvMzIzh+1bOhQSVABRiUjX0Ih/NWvpns9mGcYVCIU2iYFStZQZZlg2rdFYyOZdKJaaz4J1HCS6XCydPnmw4z/Hxcaxfvx4+n09XP0OgbtEAcObMGRb5MyLHc3Nz+NznPod8Po8777xzOadmw8Z1A5t83GAYGRnBN77xDRZ9SKVSuHDhAm655RY4nU6cPHkSLS0tuHjx4rINlGKxGDo6OjA6Oqqp7F+N1ur04FbbspM1+/DwMHufn/g8Hg9e9rKXsf1oVW7QfvhGa/V6HZlMBsFgEB/4wAcwNjaGubk5PProo4rrlMvlMDMzo7C0t+r+qT5HM5ilgKgqhKIRVF2iBb3xiaJo2cxrw4YN8Pv9DdbuCwsLLFKgHv9yyYfT6Wy61YBV5PN5Rdm5uou2ul8LD+ouXK/XcezYMdRqNXi9Xna/OhwOXLhwAel0WpH6IqdYK+f03e9+1yYfNm542OTjBsPp06dx3333AVia4MgLBFhajblcLnR1dSEej5tab7tcLqbXGBwcxPj4OARBQHt7u6btN8HKxGq0jSiKhqHt4eFhRQVFqVRizctI36KHTZs2KTr7quH1elEsFuFyubB371589KMfxWc+8xmmjajX63jggQfwkY98BJ/+9KcBLC+KY+UanT59GolEwtAPhG+wpv7fCpppLy8Igu61UzePo30vF7IsG4pGBUFAR0eHInLBN3Wja8CPgc5VHX0oFAro6+tjRNrs+zx16hQcDgeLnlSrVRw8eBAAsHHjRs2IFp1Lb28vnE4nOwZfokwkVk2GbNi4EWGTjxsML3nJS/A//+f/xGOPPYa7774b27dvx49//GN873vfg9vtRltbGzKZDE6cOIFoNAqfz4d8Pq8ZDt64cSPGx8cxPz+PY8eOIRAIoFgsNpRaLgerVX2xVigWi3jsscdw+PBhvPKVr4QkSYhEIkin0/D5fHC73fiVX/kVnD17FqOjo0ilUqtuipXP5w3NyEiLQCF9rX1ShMjpdGJoaKiB1FmtYKLj6UGdkqN9A1cm81AoBEmSdKupeDgcDkO9S71et+Syyt9noVBIU4s0PT3N0mlWUalUmm5kt2fPHpw7d87UXM6KB4wNG9c7bPJxgyCfz+Oxxx7DbbfdhjvuuAN33HEHe69UKrGV5OjoKCKRCDZt2oTnn38e69evh9/vR7VaxYkTJ1iYXJIkzM7OKiaKwcFBlmrw+XyIRqOaYXVJkrBx40bDzqtut5u1lVdP2k6nU6EhMcNqivPUY0mlUnjkkUfY78PDwzh79izK5TJaW1uRTCaxb98+CIKAY8eO6ZY4h0Ih3H777Xjssccsj3m5ZMblcmHDhg2o1+sYHx9nkQ23242+vj5FKouqL6zsX68qZmhoSPP7UpMPqmDS06XwcLvdhiRlOdE18gHRIlHZbJbpOFZi6y7LMnbs2KH47mgco6OjimiOLMuIxWJMeN3T04OJiQkMDg4u+/g2bFwvsMnHDYI//dM/xc9+9jO0trbik5/8JG677TYWJv/iF7+I9evXo1AooFAo4MyZM+jv74fD4YDb7WYruG3btjFDsra2toaV5ejoKFuNvuENb8BPf/pT3dD4vn37mhKz8mi22mU1yYfZvngx6tTUFLxeLysvvvPOOxGNRrGwsID5+Xm43W48+OCDmJubgyzLmJmZwetf/3qcPn3aUrShv7/fMDVm1PuF1zQASxNbvV5veD0SiVgqtTXShvh8PkMtA58OsUqoXC7XijUfatfVWq2G1tZWzM3NGe57JZE3Mh3TgrppIZmwpVIp+Hw+HD16FMPDw8syl7Nh43qDTT5uEBBRmJqawsc+9jEkEgmIoojx8XFIkoRCoYAjR45g586dqFarEAQBmzdvVuTqDx06hN7eXni9XlPPj4cfftgwL7+WpYLXShmiy+XCwsICJicn4ff7MTMzg7m5ORSLRYiiiNe97nV4//vfj8XFRUxNTWFiYgITExPYu3cvgsEgRkZGdPedTCZRrVYNBZtWJ0mayLVIBjVxM4ORxb7e6+rUWjORHKfTuWLrcfWYU6kUZFlGW1ubYTfitarEUl+P6elpxGIxJJNJFAoFDA8Po1Qq4Utf+hISiQR27ty5JuOwYeNagE0+bhAkEgmFFoOPWuzYsQMnT57Eli1b2GtU5UETJU1ANOnVajVs2rQJtVoNIyMjDXnqcrmMnTt34sSJE5okpV6vY9++fQCWqiGa0YnU63Ukk0lFv5RyubyshmPA6pEVsuemiFFnZyezVq9Wq/B4PMyErVar4bnnnsMPfvAD1Go13HLLLWw/Tz/9NHbv3o3bb7+9QWwIXKmMIL8POrb6nAKBAGKxmOL1er0Ol8uF7u5utg+yGqfqE6r2qVQqCAQCrH09X1XEVwHRPq9mH5KViFUJfEUSoVQqvWCNC9XH7enpQalUwszMDBKJBARBQCgUgt/vx9/93d/h7rvvxmte8xq7462NGxI2+bhBYCTOO3PmDLZu3aoQyG3YsIFZQm/atAnVapU1oVNXjLS0tKC/vx8TExPstUwmg5/+9Ke45ZZbNMkHdfV0OBx40Yte1BT5cDgcCrJDvTpkWWZNxmRZZtqBWq0Gn8+Her2OYDCIS5cusYlTDUmSEAgEAFxpBMa/53K5UCwWFY6tNFHzr+XzeUVPl0ql0hAu59NOTz31lOK9Z555RvPcX/ziF7NyXjNUq1VLTrBtbW26UZZ0Os2+e6CxmRwAds1zuRza2toa0gp6E+5qGoGpYYWAGrm6rnTfpFdSb2+0b7Wt+8WLFxGLxRCJRFCv13HmzBnWv8nr9eKRRx7BI488go9//OOaTrc2bFzPsMnHdYparYZnn30W8/PzOHr0aMPkxiOVSjX02KDoBgBGDDZu3Kip05iZmcHMzIzigUvwer3o6upCMpmEx+PBE088oUgV+Hw+1kvFKvQmHiIagHanXADM98IK6vW6Yj/lchmCIGiWjZqhWq3qNvuzCuriatW23WraxWwybab/itfrtbz/lZCP1SAIy/0+rHRGDofDrHKG3/748eOMCNO2s7OzAJYIu7qSpV6vI51OQxAERCIRCIKAc+fOsXtYkiTcc889+NjHPsa8RGzYuBFgk4/rEPV6HX/0R3+EBx54AJ2dncwOWhAEpNNpOBwO+P1+xfbqB+qpU6cayMTo6CiCwWBDp1t+P2qkUimEw2H8/Oc/R2tra4OxVC6Xw+23346f/exnTflJLBcrLdNdbrjfSl8YM+RyuaY6wDZDsvTQbEhfS9+xFhoJs3sgHA5j165dLEWUyWRYSomiXhQt41NJtVoNDoeDpZvUBna1Wg2hUAgtLS2MoFNkKBaLIRgMwuFw4OLFi4YdcNWmdnrgo2n0f29vLxM2V6tVzM7O4g/+4A+wZ88e/O7v/q4mAbRh43qDTT6uQ9x///144IEHAKAhnL57926cPHmSVUls3boVJ0+e1JzU+Af8+vXr4XQ6G6ohzECpHK/Xi7a2NkxMTChSQOVyGY888ghuv/12HDx4ELlcDoIgoFwuL3vSMvrcSsnHSojPSifhWq2GtrY2U6M0gtWGcEbjapZsXSvkQ5IkRSVQS0tLwz2ez+fR2traIC6l9KE6tcS/T1oo0vnUajVMTk5ienqaCbZX4zzUMLqW+/fvx1/91V/h93//91dMdG3YeKGxclWXjauKS5cu4d5779V8r62tDYcPH1aUEVoVwMmybEo8jB6k27dvx/nz5zU1CNVqFU899RR27NjBxuRwOCDLMlwuF/vn9Xrh9/s1Dat4GJ1TMx1aVxsrFUnW63U89thjaG1ttbT9apCPZiMfWuTuhTaFa7YzrxlI41MqlVAoFJDL5VAoFBTan7W6z6LRqGFvof379+OP//iP16wix4aNqwWbfFxn+OlPf6pIa8iyjGg0ikgkwlZrPBwOB7xeLzweD9xuN5voZVlmAk5RFDE2NoahoSHDYxuRj3q9jkKhoPtQLBaLDdoCdbi7XC6jWCya9gMxmuzMVprXUgkwWYNLksSqUZLJJFpaWlZ1XEbXazXSLmtBPpq1iF+NRn8EK+djdfI32s7n8zUISa0Q2Oeffx6f/exnl6VNsmHjWoGddrnOcOutt+Lzn/88+314eBgnT540/Axfzsk/1BcWFtjDLp1Om1ZOGD0YV9rPpRl4PB4MDAxo7k8URWZSpn7wkw7ACHybe96yvF6vw+12Y3FxsUErwLdd37Nnj0JjQxOZ3+9nP/P/8/sCljw51JVBbrebmZnxnVFrtRrTNBCRoX9kuy4IAvx+P5xOJ3udtqVyXdIQaPWG4X8mkywaN/lotLa2Mo0RXzLs8XiwadMmxfegPl+tn+v1OgKBAHMK5Qkq/VNfH71IxHIiBFbIh5VtPB4PotEoCoUC0uk0ADCCT+O6fPky2tvb4Xa7mypl/slPfoJf/OIXuP322/HLv/zL2LJlyzXjf2PDhhXY5OM6w8DAANxut2HTLR7NPHz9fr+ho6aR8+JqPvjMVuOZTEazmy4ABINBwzJV6nWih9HRUd0VZW9vL86ePWv4WT309PQYlkMT/H5/gwW4LMumFSmUCtCLTOh93u12W+qRAix5wPDnkEwmMT4+rpmuE0WRVXnoobW1Vfd+KxQKihJuNXHibexbW1tNCbhVSJJk2nsFAOLxuKL0XAvhcBjVapVFHEkvotagLCwsYGZmhn3nGzZswPHjx1nZtx6cTifcbjd+/vOfI5VKKVoq2LBxrcMmH9cBDhw4gGKxiM2bN+MrX/mKZeIBNEc+zGydmzFQWglWw+NhuTDa90qOa/WzxWIRPp+vgXysJMS+Wq3pm0nR0Pj17otYLMZ6qTSzPy0YRQyavS+1jMm0YMUCfWFhgf2tSpKEDRs2KLxhCGqCEY1Gcfvtt0MURUVfIR4ve9nLUC6XWYm9IAi4/fbb7eiHjesGNvm4xnHmzBm8973v1X1/NR82ExMT6O3t1W2OZoSrmXYxmhxWegyjfV8N8lGr1bBz504FYfD7/U13UCU4HI5VI2vNCmqNvgun02kaGVkNkA8NcKWDL59+pPQUOZ+KoshSJEbQu6Z+vx+lUgmlUgkul4uRj2q1aqmBH3ClGqe1tRW7d+/G6OgoAoEATp06hd7eXmzZsgVHjx5lUahkMolMJoNMJsMM9GzYuNZhk49rHAcPHlzR55uZeMbHx7G4uIihoSGcOXNm1YWEa1WeyGM1Kk70cDUqaWq1GkRRVJi9NdPqXQ23220YNWnm/lBf27m5OQSDQZZSUG+r3jevn1lNmJVe82kUrW29Xi/TO4miqBBeC4KAM2fONHz3eseUZRmlUgnt7e2QZVnXM8cKBEFALpeD1+tFLBbDG9/4Rpw/fx5PP/00du3ahdHRUbS0tODQoUPM3Oz973+/Hf2wcV3AJh/XOPbt2weHw6EbWl7tB00mk8GhQ4cQDofR1tammAS3bNmicI3kBZlmQs5mxroSd8u17IOx1h4gLpcL27dvh9PphNfrZSvblRzX7Ho0QzDV5INW+IIgoKOjo0HQTBAEAZVKBZlMBrlcDvV6HZOTk3A6nazaKhQK6XaDNYPete3s7GTEo16vIxQKaZIB/hrUarUGIqV1TnRMtf6qWCyio6NDs3FdrVZDf38/03iYgbQ4/f39kCQJTzzxBDtupVJpsOi///778eyzz6K/vx/t7e3YuHEjdu3aZXocGzZeCNjk4xpHV1cX7r33XvyP//E/FKF4eiBeuHABPp8PgiCgs7MTqVQKgiDA4/GgVqshk8mgpaUFyWSSvScIAtrb25mtM78//v9kMol4PM6OWSwWMT8/rznOlpYWvOIVrwDQOBkIgoBisQiHw4FNmzY1fFa9Ivb5fIjFYqjX64qeKjzIwlpdeUKVIXSe/IQoiiL8fj+2bt3Kwu9qh0sjEaEgCBgcHFRUi2hNuHrjVYfEibzx20ejURw5ckTxWjabxcaNG3WvF/3MV40QYaUKFfqXz+dRLBaZOLUZ8qFHgkRRNBRphsNhhbCU78lDx6/X6wq9hRWyFolEkEgkkM/nEY/HG0jD1NSUotLL4/GYkg8tDAwMKMYkCAJmZ2chyzK6urogSRIymQycTqehB0i1WsXExATa29stkY9gMIiBgQEcPHjQsj7m0qVLTAAsiiI++9nPYnBw0NJnbdi4mrDJx3WAl7zkJUgkEvjMZz5j2CclFouxfhM+n0/hfRCJRBRVDa2trYYPwI0bN8LhcKBUKrEVuJH5l9G+otFoU43l+vr6WOWIy+VqKAGOxWKG7eh5dHV14fLly4rX2tvbdStTzLxM1PuyimQyaSkEH4/HGybeiYkJ08oKNbZu3drglEqeIj6fT9Gor6enB+FwGIcOHWrqGPx+V6qVmZ6eRjQaRalUYqW8ZggGgzh16hT7fd26dYpx8NdMEATdCdwsnaZVDZRMJlGv19nfRiwWw5EjR0zHbAWiKGLTpk2Ynp7GY489tuz91Go1fOUrX8Ff/uVf2qkYG9ccbPJxnWDjxo348pe/jB/+8If4kz/5kxXv7+TJk4jFYrrlnx6Px/IEb4ZmW7HzD0qtSahZzYBWJ9arDatjnp6e1iRMq3E83syNTxX09fVppgnUkGUZ3d3dDa87HA5DMaWVc3e73chkMiy6FwwGTT+jxvz8vO797Pf7dYWk1MeFxkpRLX7s6t95Yk+RHJ/PZxqh6OvrQzAYhCRJKBaLzEG1UqmgVquhvb0dXq8XTz/9tGlE5iUveQkmJycNif2zzz6LL3/5y/jt3/7tFeuhbNhYTdjk4zrD7bffrvteM5Oy2+1m+frBwcGGB1O9XkcymWxYPS4HsixjYGDAcs8SfiwtLS0K0SBVJljF5cuX4XA4FBOD0Xms1QrRanojGAyuClGyei9s2rQJi4uLCIfDrKsqAEWqiiDLsibJUHdqVUPr3H0+H+uZUq/X4fP5FBEGs+ulJWg1gtG2VCnSDHhyVK/XWddnj8djGAUMh8PMo0YURdZWIBqNIh6P4+GHH7ZUFUNRql27dqG9vR1nzpyB1+vVJCL33Xcf3vjGNypSqDZsvNCwycd1hlAohMHBQU2/AP4Bq55EBUHAunXr2CqNXEBTqZRmhCMej6OjowODg4Nslbfcao+ZmRkkk0nL2/NjHxsbQ3t7OyMfoihaniii0Sjm5ubg9XoVq97l+pVcjdD1iRMnsG3bNpw+fRpDQ0NIpVKGxm9aMOukym+XTqd1dTxqdHR06O7HCLIsIxKJQJZlFlWoVqsKstHM5C8IArq6ujTv20QioRDZkm7I6XTq6lKCwSAEQbBkLkbQM3NTpzPXr1/P0pWCICiuNX1HfX19GB8fx8MPP2z5+IQDBw5g9+7dGBsbg8fjYX9n9Xod0WgUmUwGly9fxsWLF23yYeOagk0+rjMIgoDPfe5z+NznPqfIB4uiCK/Xi0gkwn6mVuCCIMDpdLLIAzlT6mHv3r2o1WoNK7i+vj5Eo1FWDsqLHAnVahWVSqUhkuJ2u9Hf36/YjsDbjFPLcx6SJCks0xOJBBYWFuB2uw1DzsFgELFYzFL1AmGtDMysErfBwUG4XC5s27YNhw4dQl9fX9Pkw+l0WooOrVZPFDPyQWkePtVDdux6qNVqaGlpQalUakiXkMBV/V1VKhWmeVJDkiREIhF4PB5Uq1WFyDiXy8HlcjVFPvRSibFYDDt27GAkv1qt6rrxtrW1wev14sEHH1y2ERwJaYGlLr58WTURnba2NnzjG99AIpFgnic2bLzQsMnHdYh4PI7//t//OwqFAp5//nl8/vOfx+XLlxVlsfQQ3rBhA/Pv4BGNRlGpVDTz4BMTE5olmk6nE8ViEX6/X3elGo1GLaVXisUimzzi8bhC4xCLxRTbqvUPpE9IJBKGx3A4HJoRIiO4XC7d8lSXy4VgMNjQoI/6puTzeWQymYZKG1EUEYvFNMWkhGq1ilwuh1wuh2w2i97eXnR3dyMQCCCZTGJyctISMaKKHiukQm3jvhx4PB7Tcl49/YkRQqEQLl26hFgshtbWVla5Q6S3XC4jlUqxBonAUlWQHhGqVqvIZrO6mgwzMmR1/KVSybJJXygUwo9+9KOmNVE8PB4Pnn76acNtZmZmEI/H8f/9f/8ffud3fod1l7Zh44WETT6uY7jdbuzduxcf/vCH8bu/+7sN77e0tLCVkCRJcLvdkCQJXq8XgUAAtVoNTqezoZFYMpnUXW1LkgRZluHxeDTNqyRJgt/vhyRJyOVympOgOmKy3GiDmc18s/uVJAkbN25k585/vlarMX1EtVpFJpPBwsICW0UDS/n38+fPK5rIEfx+PyYmJnQjIP39/Qp9zZEjR+ByuRCLxdDR0cFEioIg4Pjx47rntnHjRhQKBUu6Eb4BnZXIjPqY1DiN7gNZluFwOFj7eQKRMPX1NAJdq6mpKdYsj5+kW1pakEgk2H5kWbbUO0cPoiiyUlkaM4G8SHhCqUe+m9Wh7Nmzh5EqrcZ+6XQa+/fvRyAQwNatWxsiJJTKEUVRVzS8YcMG5pD7e7/3e3jZy16G97znPavePdmGjWZgk48bADt27MC73/1u/OAHP2ApBlEU0d7ezmr++/r6MDY2xnLtra2tDeWboihi+/bthuFnj8eDXC7XkBohOJ1OJkD0er2ak+Bqqe6Xq8HQm2i9Xi9mZmZ0J+58Pr9s6+3lEKxiscjKN2liJ+2O0+lEuVxuWGWLooixsTFL+3c4HJAkiRnECYLA9A8E3oeDKkF8Ph+L+FCEze12M48LanjGRySovJf/7olMqCdeSZIUEQqtTrbqlGAz5nJ0vuqOuXR8NbQa9ul9n818z+Vy2bTKKBwO42UvexkkScJTTz2l2Wiuq6tL8+8xHA6zaBu/WPjpT3+Kxx57DDt37sR73vMe9PT0WB6zDRurBZt83ACQJAlvf/vbsWfPHrz//e9Hd3c3PB6PZrdRAuky6KEbiUQgSRLq9ToTCAJXOrXS5JHL5eB2uxu8NwjqniRqgyYC74lgRCLcbjd8Pp+iD0g4HIbb7Ybb7cbAwAAuXLiASqWCSCSCUCikSHdoQWuCoAjQSkLg/PloHWO5ZCmRSDD9gN/vZ4SD19As5xjqipF6vW7oRRKPxxEKhVAoFFAsFhXpMbXOhNd4hEIhpNPppnq5NJsOavbaqqN2Vkglj9UgH1Z0HqlUCqlUCqIo6na4vXz5ckOjO1EU4fF4WNqxv79f8TdXKpXw5JNP4tixY1i/fj1e/OIX45WvfKXlsduwsVLY5OMGQnd3N3bv3g1BELB37150dXXhc5/7HLLZbMND8fjx47jlllswPT2NlpYWFAoFlEolFItF1Go1LCwsIBAIoLOzEw6HA3Nzcyz8bXViKBQKEAQBgUCAhbTn5uZMHUEdDgfi8TjbjoSCVN2Qz+cVURuqcPD5fA2mU2oMDQ1hfn4era2tjKBIkoR8Pm+6ejab4NaqUiaXyzGfCtKdpNNpiKKISCSiqKBo5jh8msEKarWaIiJRKpUQi8VQLpdRrVZ1J9OFhQX4/X7k83l4PB5F1Qs/XiJDgiBYjt4Qmol8rEaPntUgH/Pz8wob/eUgEAjg7NmzkGUZsViMpYja29sVfaHUxMXlcmFgYACnTp3CL37xCxw9ehQDAwMr6iNkw0YzsMnHDQSPx4O/+qu/Urz21FNP4bnnnsPMzIyiD0V3dzez4Z6ZmWHajFAoxB7kWukXWZaRTqcbJj09BINBVjlDD0g1eaEIRSwWY+FjXitCxEgP8/PzGBwcxNzcnEIMqzURG1mBezweOJ1O3eM005nWymtWsbi4iI6ODszNzTGy2N7ejmKxiM7OTvT19eHgwYNNp3aa7XirjiQtLi6ya6m2jo9EIsjn84zg1Wo1xGIxJvw0AqVDmkEz5GOlFU2rVXKdy+XQ2tqqEIo3c8xgMMj+BqnPDkHtvVKr1dDZ2clSa2fPnsVzzz3H3l9YWMC73vUu9Pf34zOf+YzdHdfGmsMmHzcoxsfH8e///u/4xS9+wVZ6lOPv7u5Ga2srzp8/j4GBAQiCwCpK+P4g6gdepVLB4uIiAoFAUw9gqkiglAgvFG1ra8Pk5CRcLhfq9TqCwSAqlQqrxiHwjeu0Jo9SqYTp6Wn09fXh5MmTAJa0BkNDQ4poyEpgREyApRTR0NAQ83XI5/Pwer0AlJ1TtSCKItxuN+u3wq/OI5GIYsKemZnBzMwMHA4HEokEUqkUK59u5nuxKjQlVKtVRCIROBwOpNNpFItFeL1eVtbt8/ng8XiYr0a5XGZaEarmsTquZmH1M+T7sRIYHatZwSmVyS7nmJlMxrC0mPQe1MivWq1CEATd0l8AOHv2LN773vfibW97G+666y5dbZcNGyuFfWfdoPje976Hc+fOoa2tTVFdUqvV4HK5kE6n0dPTg1QqhZaWFgwNDSGdTiuaudFEQhBFEYVCAX6/vyGMy4vewuEwSqUSZmdnsbCwgGg0qiAsxWIRO3fuZGZYtIovFAoQRRGlUgnlcpmJZ6nHTHt7OxwOh2ElB+/pMTU1hUKhwHQnHo/HknukHswmrUOHDsHlcmFhYYGlEBYWFiAIAnp6euB0OnX3ce7cObhcLhZ94cWgsizj7NmzDZ+RJIl9V2YkYnBwkE1g5KvicrlYyTNFG6iMVatKiRoVAkuEKBgMIpPJKCJgHo9HM7Jkpesxf16JREJxz9I/npzx//NRGa3Ge/x7Ky0vNhJMLyf6ZBXq6hRBENDW1sYqWXioy91jsRimpqY0K9TUGB8fx//6X/8L3/zmN/Hud78bL33pS+3eMDZWHTb5uIGh5QDZ1tbGSkknJyeZj4TWpEzEheB2u9HR0QFRFJkGhEAllvy27e3tGBsbU1h1F4tFhMNhFAoFNgFWq1UsLCwgGAwil8sxUWNvby/Onz+PcrmMZDLJJmC1uI7H4uKiIvWSTqeZmJAcQ9cKfBpCjWAwyKIgWuB9PoaGhiDLMiqViqGRGpEPCqnzXVy1tlWLSfXKRclm3el0IpfLYWFhoYHgWHVFJZhVOPETqyiKlnvbkHaEdDGCICCRSCgccfkonizLyGQy7DVedyIIAiNkBHW3YDLBa8aQbDUgiqJmc8GWlhZs2bIFk5OTlszomiFHY2Nj+LM/+zMcPnwYH/7wh+3eMDZWFTb5uEGh12/D7XajUqkwosD38yAMDw8rWs7T/5VKBblcDpIkob29XeFxoX4wFQoFeDwedHZ2stco989vS63U+U6ztVoN+Xwebrdbs8eI2QNUzwSt2f4daqxEK2B1tU0lrKdOnYLT6TSMaEiSxCIUk5OT2LVrF5xOJyMuoihCluWmVq2RSITdGw6HA8ViET6fD16vl5X6Gvmr6B3LbAx86awRSTPaN0WVyuWybtUO9fjRu66JRMKQWEWjUZTLZbS1tTWMgdKGGzZsaPgc38eGjzS53W60tbU1uK7Sz5VKBdVqVZdw03UTRRE7d+7E4uIizp4923C/8VGkZvFv//ZvWFhYwHvf+96G87ZhY7mwyccNim3btuH+++9veP3SpUtYv349m0DUqZXW1laUSiXNCYZEaFqiQUEQWNUMkRt1iDcQCDS8RpMnn9OmyWR+fp4Za/Ho6upiD2Z6kPOlknoPaivkYS3Dy1r7HhgYYATP5/OhWCyy8kgzl1JZltk29XqdpaPi8TgjLoVCQfMa6oFPA9D1qlarbKVfr9fh9/vh9XqZ9bmVCU1v1ex0OhEIBBTahZWusI2+ZyonX85ngSWRqJFotlKpaEbX2traNBvOOZ1OQwGuw+FgxMUItVqNCVfD4TB7PRQK4cyZM1hcXGSuvACY/kMQBHR2duLMmTMNUSBBEJgB2rFjx/DRj34U73rXu+ySXBurApt83KDYtGkT7rjjDjz66KOK1xOJBMLhMMLhMJu4STQI6EcNgCXyQGJKr9ereCDSQ93pdMLv92N2dhbJZFIx6enlmxOJBCqVCut0ShNdLBbD3Nwcc2cdGBjAyMgIJicnkclkEA6H4ff7MT09rVjp6glDfT4fAoEAxsfHTd1RV4r+/n709PTg+PHjGB8f1xTwknCTJt7+/n7L1tz0eS2Cop7MSPhphkAggMXFRdOSYSpLzmQyEEUR4XAYoigaTqJa+4xGo6hWqw2iyZWSD6OJ2qwbrhlJ8/l8hrohvWPrHbNUKimq0PTQ2trKLPbV0RP+uGqxcr1eN/UT4bU8Zvjrv/5rVCoVvPrVr7a0vQ0berDJxw0KQRDwX//rf8XAwAAeeughXLhwgeXD6Wfajn84dXR0IB6Po1gsNhgvkR07hfU9Hg/Lj7vdbmQyGdZqPB6PKyZGj8cDn8+n2Y+lWq2y9uK0LS8srVarzAnS4/GwBzUZMMmyjMHBQZZqcLvdGBwcZKFw3kETaE7ktxzE43HUajVMTk5i27ZtjHyoUalUEA6HdSsWzNBMVYiVCg91FMxsEgcajcmy2SwrqSUrekC/7Fnr3Ncy8qFnANcMjK7lcszR/H6/KfnweDzo6+tr0KmQ9w7d48FgEA8++CD7nJVr2Uy0r1gs4jOf+QyGh4dtTxAbK4JNPm5giKKIu+66C3feeSeeeeYZPProoxgZGVE8bChPTURDFEVMT0/D7/ejt7eX9bygKhQK5/v9fkXppCRJCIVC7GeqQlBD6zWtkt7Z2VnNvHy1WkVbWxsymQxyuRwWFxdRKpUU4tqenh5dwWIikVh2Xw6rk1YikcDIyAjcbjcuX76Mu+66C4IgQJZlnDp1SjF5zczM6PbJMUMzk3Q6nWbly1oRCrfb3SCitEI+1CgWi4zMCoKAUCik6ycyMzMDr9eLYrGo+K5XmvpazrhXC81GPoCla28GM60NQV1VtBbnWyqV8Du/8zv42Mc+hn379jVVyWTDBsEmHzcBBEHAnj17EAqF8KUvfYm93tXVxcy5ePLhcDiQyWQQj8eRzWYRCoVQLBYhyzIToqqbhVEZLr1OEyo/0VqdVMxKR8mwLJlMalYd1Ot1xONxuFwuxVgph70ciKIIr9eLlpYWzdw9j5GRESbMq9VqLGqTTCYbSkIDgUDTlSOEZiIfpVIJExMTuiJUskDnsZz0BJ/WUGtxqCMwiSjpO25paUEqlWJpBFrFLydCYfa5lRKb5RJUo89ZuSetkgj1cayc73KuSTqdxp/8yZ9g586d+PSnP930523YsMnHTQS+8gQAK2ml7qzkRtne3s7SF1Q1k06n4ff7Ua1WWRMxv9/PJhsSecqyzNIopA8pl8uMtPBwOp1wuVxM3U/lt1ZQKpWYpbrH41Go+Z1OJ8LhMKamphqMrfh+JFrQehAnEgkMDAxg//79kGUZ27Ztg8PhgCzLmJiYaNBppFIpbN++HZOTk4rX3W43iwp0dXVBkiSMjY0t23diOata+s6BK1Ev6tKrRrPjoj48emmkYrGIYrGIeDyuEGVS3xrCwsICvF4vazLHd5Ul8kRElz7PE8uVeLmoQfcXHYs8SNSVYAQ9YroSkStg/btW379WPreSNNSzzz6LVCqlELnasGEFNvm4ifDII480vOZ2u+H3+3H58mXs2LEDfr8f2WwWLS0tLN0iiiIL2TudTlY9wYfLqYsp9UqhtAuZOqkfiqQv4EPJXq9Xsw+NHshVUx05yGQycLlcSCQSCmIgCEIDIVBDPc7NmzdjdnYW+/fvZ6/Nzs4yT4hEIoH+/n5cunSJaVw6Ozs1dQELCwsYGhpCuVzG6OiobjmkVSyHfCwuLjJNSqlUwtTUFDo6OjTTPkbkQ4ukeTweU/2K0+lsiLDorbypvFt9LXlbcb/fD6fTyczstLwwrByLPyYPv99veM+Ew2GF5iUUCqFUKrHoHUVzjCJ5siyjo6MDABQkix+vUeWTw+FAMBhEsVhEJpNhNuq0n127dhmep8vlwq233sp+FwRBUUWl9znCyMiITT5sNA2bfNxE2LVrF0ZGRjAxMcEmeprs9+zZwyIZ9MBTe3K4XC7FKpTcOMmrA1h6SBJhoWiK2+1GsVhUPPh5jwoCuadms1ns2rULoVAIp06d0jRLczqdTHCqhiRJSCaTrGSVEIvFkMvlmF05pVIuXbqEUqkEQRAwODiIjo4OtrIm/YkaZCk+OTkJWZYxNDTEIkJjY2Oa45qfnzdMsTRLPiRJQldXl2KC4yc8fvLm/6kdYvUmRqPxiKLYkIKyEr4Ph8MrNnrjx0XeI+Fw2NB8jrDWTp1qPQ0ZtRmZkqVSKWYwtxw4HA4cPHiwqa7BPHp7exv+VpLJpKWeM8CSs+/mzZuXdWwbNy9s8nETobW1Fb/927/Nfv/P//xPzM7OIhqNwu12s/TI4uIiZmZmMDQ0hEwmw0SBoVBIoayn/6kdPW/NTiJDLaMsp9PJqmSoGkUdKqdUit4DtVwus5JaURTR2trKRJPqJluEcDjMRKDqiEtXVxcmJyfx9NNPMytqIzgcDnZepVKJ6ToIyWSy6e6pXq8X/f39Cs0EcCWtoC7XJbt2I7Eq+UQQePIILEUR9KIVkUjEcOVLRE6WZUu6FafTqTkJN0sItMZA/jJmWMmxlgMr0alSqYRwOLxs8qGuWFsNlMtlRKNRS5VYK7Wrt3FzwiYfNzHuuOMOPPjgg8jlcmwylmUZGzZsQD6fh9/vZyton8/HJi4ACuIBgJERj8ejcGTkUy+Uv/f7/VhcXGSTKU88BEFAKpWCJEmm3Wxpsuns7GyY/KmZXXt7O4CliW9ychLBYBADAwM4cuQI2zaXy+HSpUvsdyvNvsj9Uw88wbKK2dlZ3ahAe3u7JhGLRqNNHYOiI263G16vl6WQtGDFQrxQKKBQKCASiZhuvxpRD0A52ZVKJZYW0SrjVkPLayUUCrGmfisZixaspsasVLzoodkGgerjkjaLx+zsLNavX2+JfBw9enRZx7Zxc8MmHzcx3G437rrrLpw/fx6ZTAY+nw99fX2sdO7UqVMsNVIul1nnWfXqmVIsFAHhHTUlSWIr9FqtxqpAyMxKLdCr1+uIRqMQBAGHDx9mFRKBQACXL19WrPI9Hg+y2ayCoLhcLmYkRiZfhHXr1sHhcDQ03VLDaMJoaWmBw+Fg6SE9LKczq9HKXW8FTte+GZDIN5VKGUYCtIzR9EBjoHtEbRW+0n4o0WiU6ShWssrXOh+qiqLIXSgUYukSs8iH2bW3Sj7MOiYbgQi9umRZDz6fDx0dHSiXy7h06ZJuxKVYLFoyQDt69GhT94oNG4BNPm56uFwuDA8Pa74XCoUgyzLcbjeCwSDK5TLTiPDlq3z5LQDF//TwpT4txWKRmYHppTZIK0Kg1XVXVxdOnTrFXg8Gg5iZmUEqlWINweLxuK5LaDqdxqVLlwxXq5FIBNVqFR0dHZpdVSVJwtTUFGRZRiAQYH1o1PtcDvkwGpfee8t54Hs8ngbRp9Z+m9k3lc/yn6dIF7B0XfVW0fl8nhFOigCUy2XF8Xkbd5/Pp0lylnPNW1tb2finp6dZCnJmZgbVatW0z4yZBf7VmJCdTiei0SgrL6fvYXR0lJH7RCKBSCSCdDqN8fFxxd+R3hgvXLgASZLQ3d2tiAyqUavVkMvlNCMoNmzowSYfNnShDmPXajVGPkqlErNDB8A0HryjJTmhAldCwySIDAQCmJmZYZOc3+9nk0kul4MgCOju7mZi03g8jrm5OWzcuBEjIyNIp9OoVqtob2+HLMuMcIyNjaG/v1/hI0GwEkKOxWIN7ev7+/sbxHeUFqKfqfTW6XTC4XDA7XajtbWVRYj0JnOe2Bit6FeTfFiZpJutpDETpxqRnXK5zCbxarUKj8ej2xiOjrW4uNhwTQKBAMLhsOKa0v1G/9TXa2xsDB6PB16vl2lcpqam4PP5WPdbNRKJBLt3efLh9XoZyeb/+Xy+Bq0Ob8RG2igSbfLHpHPkRcS8XgpYIpMXLlxQXEen04muri4AS8Sf2hI0Cz2zQDX279+PF7/4xU3v38bNC5t82LCEer2O6elp9hD1eDws/UIPJ95vgScl/D74B3ZLS0vDg5Q+n8vlFOWo8/PzzJMilUrB5/NhcXERuVxO0Y69VquxVRr/uhVEIhGcO3eu4XWtCV49gdOkQOdTq9Watk03qtag68Cbl1HFjlVEIhFWnaR1bXihqyAIq9Y2ni+NNQNNsHqQZVkz0gRAUbpN9yKlAIkELi4uwu/3N3yn5XKZ3c/1ep35nuiNRev4lKoxQzQaXXZlit/vt6SxICISjUbh9Xo1K8YAYHBw0DRioUc+4vE402v9/d//PbZu3dq0BsnGzQubfNiwBBJ/yrLMOl0SiIBIksTy5wSKiJCRVKVSYRN3IBCALMsNk9zs7CzLSxORKJVKmJ2dZWFyXm+hNwFTqbBVNX4sFtMURGqRj9UOp1Nvm1qt1kAM6vU6071ks1mFNoSuN1+FRONTR1t4cmQGK2Wr6jHqoZkqDr5Zmhp+vx/pdNow1aGuFGoGlUql4by1xqK37+WkfZrFcu67bDaL3bt34/Dhw+z7dzqdzN/FzGG1q6sLiUSCETNaHORyOfT29rK/6R/96Ef49V//9WWdl42bDzb5sGEZtJLkQcSCn/j412q1msKwiLrm8s6Q1BGX11ikUinWK8YMeg/92dnZpsoAm5mwVrtnBlmeS5KkGSUIBAKaaRkSnFoRGlIX2VKpZFqWulppl3A4bDnqwd8/apBz6kpLX82gvi7NkI/VuCdEUYTf72dElEqpJUlCPp9fFvkQBAHpdBq9vb0IhUK4cOECstks83sJBAJs276+PkxNTSkcb7WaTBJ4wfixY8eaHpuNmxc2+bBhGZIkoVQqsbA1EQ6a/PnqF+BKjxaeaFB+u16vs4cpTzyApWiJy+VCuVxmJb4UPtciGnoPfUmSmG8GTSI0UdODnYSSlUqFiRz5scTjcU3r8WadMs1gFmlYjUgLpYGi0ahmSoUmId40Tks/0Qy0PEiCwSCy2WwDYeLN7Xi4XC7Mz8+vOfHQOrYWqdMjtFYjH3rfpSiKiEQiKJVKrNWAy+WCz+eD2+1mhGS5IA8fp9OpiB65XC7s3bsX9Xodo6Oj6OvrY/cjabCsgDQmNmxYgU0+bFgGr/GgdAqFYvmGYmQ0xk8WasEfLxgkcR9whUh4vV6cPHkSgLKiwOPxoL29XWG85XK50N3drRgreZfwGo7+/n7dShgAuHjxIgRBQDKZZD4hly9fZuJZso5va2szzdk3O0k4HI5ltWpvlpSEQiFdUzKjSYa0OADYdahUKux70NonH/Xw+/2skqVUKiEQCDADOtJbAEspArfbDY/Hw+41QVhqwEf3U7VaRaFQQLFYNBXqNgv1dbbamRmw/l1IkoRoNMpIHZWhA0v3AS9GpZ8pWkiVPs16yBAqlQpaWloU3jr1el1RzaKuQqP+Tkbo7e3Fu971rmWNycbNCZt82GgKpC3gy2t5wSkJBvmIBv1MBIVMy6ihGZXeyrKMCxcuQBAERY8KSkWQJbvaHjyZTGoKRflwMtBofc2DvEgAmPYHCYfDpt4Hza7SzciHlh19MxAEAfF4XDcF0kzKgCZNowmQvjcSIJLeRP0Zj8cDt9ut0NpQiN/r9TaQGiJAkiTB6/UqfGGApbQBn55Q/68+Dy0HV/41ddQOWLpWoVBIcW/T61bAm4IRsRWEpXYFWlE2fmyCIKCjo0PzfrcKs3tX67hG8Pl8eMtb3rIirxIbNx+aIh9f+tKX8KUvfYmVHW7atAl/9Ed/hFe96lUAgLNnz+LjH/84Hn/8cRSLRdx111343Oc+Z8l50Ma1D0qj0MqX799C/6s9P+hzfAqG+r9ks1nW2ZZSIYlEAvl8XkEAJEliuWWtrrR6D0e1kM7IuZQnH2awoq/wer2QZVlx7rTKrVarKBaLinFTF2Eid5TSorJdURQRDAbZ9nyKKxKJIJ/P604q1HhscXERPp9Pk4TxkavVuAaRSERBKLxer2aEIp/P605aWt+HWkDMC5lrtZqp+ZsaKyF0aqjJrhp69x9/j1jB7Ows+vv7kUqlGiJw/f39yGQyTEdFZexnz55l6cxqtYqhoSEAUHirLBeSJDEhuA0bVtEU+ejs7MS9996LwcFB1Ot1/NM//RN+5Vd+Bc8++yzWrVuHV77yldi2bRseeughAMAf/uEf4rWvfS2efPLJVRfo2bi64Fd3vDAUWJqI+Icdbc+vComUFItFtvKjhx4/OefzeWSzWSQSCeZLQCH5tra2piYWNfkwCos7nU7ddERrayuzjR8ZGbEU5k+lUoZjdblc8Hq9TMtCmhM1zEyueGhV9rhcLng8HtYoT0+XQGkUKzCbKImYhsNh1Ot1LCwsoFqtssnZyMMDgMLWH7hiVa82nyN4vV4F0bFa4dRsdMpsv0QE1f4iNO5QKIRsNqtbwqzWG+lBEJacgSORCOtmOz09jY6ODtbbiIfX6zUs+1anLNUwu5bpdBo/+9nPcNddd5mO3YYNQlPk47Wvfa3i97/4i7/Al770JTz55JMYHR3FhQsX8Oyzz7IV2j/90z8hEongoYcewstf/vLVG7WNqw4+xcLn+wnqNAwfFQGuCD3z+TwTNPLmT5IkYXFxkWkByuUykskkyuUySqUSEomE7irVqgDQ6MGuNykHg0GWHxdFEX19ffD7/ZiamkIul4Pf71eUxk5OTqJQKJiuqEl0azbhN1O+SZES2ieJdfnJKJfLIRAINEyAzWpHjK4l32be7XZDlmVFysXtdivGlM/n4XK5WAm3uofQ3NwcYrEYI69qbQpPGjOZDEKhkKUKm2Zt6Xk9hhacTqeiKoRE2XSvm/mmWPkOeD8cIlxutxuRSATz8/PLEibPzMzA6/Xqan7a29sbHGeJFNdqNZw9exY//vGPccstt1jSh9iwAaxA81GtVvGd73wH2WwW+/btw9mzZyEIAusLAoCFix9//HFd8qHOA5vZPtt4YcBHJ9TRD3Iype9enSenVSBfzZDP51nnWoIsyyiXy8jlcszGnO8jQ+3Tu7u7G4hLe3s7q2qZnp7WtNs+f/48cyIlIzSqpAkEAg0TFglbadIgAzOPxwOHwwGv14tCoaAQsZIdtRn5MPNW4PdnFdVqlU1CoVCIVfPwIHFoKBRi1Q9Ac5oPo20lSWIRn3q9zkzBeHg8HsUkTpGzcrmMQCCATCbDCBKVnlKzQq0J0uPxKJ4hvG6CyCygdLhtNs1E52YEM/2IEcLhMNM6NQveWK0ZRCIRZlQXi8UQDocb0n6CIGBhYaFBq8Nfy66uLmSzWRw4cMBeZNqwjKbJx+HDh7Fv3z4UCgX4/X7cd9992LhxI+LxOHw+Hz7xiU/gL//yL1Gv1/HJT34S1Wq1QSDI41Of+hT+9E//dEUnYWPtQaFkXjQqiiIcDgeb6GklSROJKIqskoG0Dny5ZqFQYGI7YGlCKJVKqNVqbOXs9/tx/vx5VCoVlnZRuzW2tbVhbGyM/d7R0YG5uTnNXHatVtPURvATajAYRGtrK86fP6+ZxgCgObEDSxPp2NiYqc7JTGAKLF1Hn8+nmw7SQqFQQDQaNfSEEASBNU0LhUJYWFhoauIyIh8ej4edF/lLRKNRlMtlVKtVZLNZzM/PIxKJYGFhgVVv8OZzZEfu8XiYbsbhcFiOVPDjc7lcjAyFQiFG+sixt5mqpLVMHYui2NBkUQuyLGN4eFhBavL5vGHvFT20trYim82ydJDe8c2EpPS5Rx99FLt370Y4HG56LDZuPjT917R+/Xo899xzeOqpp/Bf/st/wTvf+U4cO3YM8Xgc3/nOd/DDH/4Qfr8foVAIqVQKO3fuNPyjveeee7CwsMD+Xb58eUUnZGNtoBZNVioVFItFlMtllp/nxacAWBmkehvgSj8UIiX5fB75fB6zs7OYn59nExi/3/Hx8YaIgtPpxMLCAqs+qNfrGBkZQT6ft6xhAJYmyoGBAfT19cHhcODs2bO6Ftpm4KN/Rsczw3LapPv9fstmVBQFCYfDcDqdCIVC8Pv9cDgc7HdK3QQCAQSDQQQCAfh8PkQiEYRCoQYRpdqLgtI+1FDQ5/OxZ4PL5WIpGbUNOhEk+g7L5TKLVPGo1+sN2hpJkhCLxRCNRhURplKpxJw58/k8IpEI4vG45vOJqq+cTmeDx4yV73etQFEJithRR1uroGuzadMmAGB/a6VSqYGsB4NBdg/4/X5dLxryIKnX65YIlA0bwDIiH7IsY2BgAACwa9cu7N+/H5/97Gfx93//93jlK1+Js2fPYmZmBg6HA+FwGMlkEn19fbr7c7lcL+gfsw1r4HPNVBpLEwWv96DcMJ9qIaJCD3GaVEulEtN3UCoEuOLjQGmUZDLJyAvvTwBc6WHR2tqqaY1uFaIoNjSU0wJ5UxjByv1stoqmRmfNRD2AK34QVuH1ejVTnT6fT3E9yVdDCxShqFarWFhYQDAYZE3ZKDVFIOJKk7ooivB6vYx4kG9LrVZDPB5nETbeB4M8Zii6pmVW5nK5UCqVDK8zEVlqkEjCVtLFqAWvFCkSRREej6fhfrsaJmhaMDuuw+HA4OAgS5kGAgHk83n4/X709vayv0uPx4PR0VFFaouuO5GcaDSqIID1+lIjvnq9jnXr1i2LMNfrdZw8eRIXLlyA0+lkYtqdO3c23Z/JxvWDFft8aNX70w3z0EMPYWpqCq973etWehgbLzD4Mlv6nf+fdzIlokApDipjJXLCVwEQkclkMsjlcuzhVSwWsbi4CLfbrTA90tNS8Pbu/JitwmpI3YpWQ5ZlSJJk2CRNTz8gyzICgQBEUWyaeGhdAwKRfJ5oOJ1OzfN2Op2sOkOSJCwsLLC+PVoEhE9BkUYmGAwqUilqRCIRLC4usggYkVe6h4jMEHmlVTcRsnq9zsSs6m6tvBW91QhQtVqF3+9HuVxmHZYJvI8N/3sikUC1WkU6nWYrfx58+SmveeJfI0iSpJmqU/+9UYl6MxBFUUEA6WcS58qyDI/Hg7m5OUSjUSakVp9PtVptIP88pqencfbsWaxfv76p8Z07dw6PP/44gCUi+/Wvf52N+9Zbb8XrXvc6bNu2bVVcfm1cO2iKfNxzzz141atehe7ubiwuLuKb3/wmHn74YTz44IMAgK9+9avYsGED4vE4nnjiCXzkIx/BRz/60aZvRhvXJvjVJq04ea0HbUPOjGSgxItRXS4XEznKsoxCoQCPx8MmntnZWdYxl6oLWlpa4HA4kEqlNAV5iUSCuaGqx6sHl8vFBKXAEqno6+tTGKMReSAiReWiNNGo01Dk7EpeJLRK56NE5OdRKpXYil89Lr4EWV3WTK+T0RcAlrriJ3pRFFnnX+BKJQafJqGIVSgUavBlEQQB2WyWdTyl75OEkXy6Q6vtejqdhtPpbEhTybLM7PnD4TCLfhSLRZZWoUgH76ZbrVY1xaaSJDWsjtXXSn2P6kGrksWoIokmcbfbrTkxksbFCsLhcMP5kd6Fh1aKha4lH52kEmczLCwssHuSnGR7e3sBmHdmpmaI1Jyus7MTxWKRicmt4vTp0+xnh8OB17zmNRAEAQ8//DB+8Ytf4Be/+AX6+/vxvve9D1u2bLFJyA2CpsjH1NQUfuM3fgPj4+MIhULYunUrHnzwQbziFa8AAJw8eRL33HMP5ubmsG7dOvzBH/wBPvrRj67JwG1cXfBRCiIXfDi8Xq+zVbHX62WTDq/ZoEmTyAaF5el1Ok4+n2f7JsJTLBaZRoD2SVEQvdW1kZjQ7XbjxIkTuu8PDQ3pukjyk7D6dTJyUq/GeQwODurasxuVFGuNgwgNpQJoAvV4PKx0OZfLsbGqoykUzVJHRQh8SbUsy6y6iQhKMBiEKIoNltzAUpSKKldoEiaNBzncEsmgya9YLMLtdjNyQ+RHK+JC5EzvehHxoCoOStEVCgVNMqJFVun6GumHeG8bs/01C6veH+3t7Q2vEfmglIrf70cul2sgRFQdFQgEFOZ+wWAQLS0tCh2H3+9nEZ9gMIhyuYzLly8jGo3C6/Vifn4e586dY5oSM8zPzyvE4hTtBJaeI0Sez549i9/7vd9DR0cH9u7dyyJVvb292LFjR1O6FxvXBpoiH//4j/9o+P69996Le++9d0UDsnFtolKpsKZULpcLTqeTVbnQA9LtdrOuqURSKGdPERN+1V4ulxmhoQqZcrlsqL2YmppSTKCSJOHs2bPMsIv+0YTW0dGhKNflJ+zFxUXd1IZRGkYvvUHREjMYbUOeEFagLuXk0wM0uRIB0TsmTap0vdRVPOS/QQJe0u8AVypbBEFgZZvAkoYinU6jWq2ykt5IJMLC/06nkxELGiu1aXc6nUwLRPeInr+GukGaGryehSZgYCktw5cA03e9uLiomRqxqmNQp1FW0gQOAGviuNw+LslkkqXBMpkMixp2dXWhWq0qCHK5XIbL5VIsKChS5na7USgUEAgE0N3dzT5HpIxMyqhU/bnnnkOpVML27dsNoxT5fB4//vGPda+TVqRrdHQU9913n+I1v9+PV7ziFXj729/OyKqNax92bxcblkCtvalyIRgMskmcIhRklc2X2ObzedRqNTbhUH4fgGLFOz09jXQ63TDxksCTHlDqBzGV72o9oN1uNy5evKh7TsFgUJd8GPktVKtVhQOrGrOzs4YTo1bFDE2IfMXBcjQfwNLDmM/xm5lbUWUHXWNKkTkcDmSzWdNGavSdBQIBJjQOBAJIpVJMrEnkkr7/YDDYoCEiXyB+//Q7mbLx/+g+04JWFCKXyzFxKX9PUfREb6IkgaZZRMrj8cDlcjESuhzPDh4Oh2PZxAOAbuUgvU4kxOVyYWxsDFNTU/D7/Ypx5/N5JJNJzM/Po6OjA7OzswiHw0ilUkin02htbdU0dDt27BgikQjWrVunO4aHH37Y8PzU74miiPb2dkxPTzf4utx33304ePAg/uzP/sy2er9OYJMPG5ZQKpVw7tw5+P1+NrlRqJN8GAqFQsOquVwuswmI0gKTk5NM15HJZOB2uzExMYFkMolCoYCenh4WHZmfn2crb6u22QSzCILRZGLVBEwLtHJvZlzkyskbRsVisaY6tlIlgxnZUMPv9ytSLpRSoc6rVsFHCJxOJ2KxGJsk+ImUhMiSJDFCQOMnYzHyOCHCqpX2KJfLus3YqFTX7XbD6XSya0LXk3rmUFWVlskc7SeTyVgqsS4Wi003bTOCz+drWP2vZkUNkZC+vj6mU5JlGT6fD6VSibUAoJQqaYtIJ0KRKT088cQTmJiYwMaNGxV9ic6dO4czZ84gEAjokg9K7fIYHh5mJn+bNm3CwYMHFe9fvHgR733ve7Fnzx68+c1vtrWG1zhs8mHDMsiNlgSkCwsLrDICuOJoSZ4IlM+n0sVischEbSRMA65MtJSaoZWpw+FAKBRiOpBmS7KNwuW0EtaDWfWL0STQrDGYlrDQagpH/ZlmiQcAVhZPpaPqqg69zxgZpRHppO8gl8spLLwpXUMElt6n47pcLjaR6x2D1wppgVI6vD8FObD6/X5FqTfpUPQEolY8Y1aSZlF//x6PR/P+pCaBfAqxXC7j0qVLDaLhjo4OAEuRG17/Qdvx5c1EAsjzg37OZrOszJb24fP5GOGbn59HW1ubpr8HWa+fPXsW3d3dCIVCKJfLrEO1z+fT/Bx9NzySySSmp6fZfXrq1Cns3r0bzzzzjGK7QqGAxx57DI899hhe9apX4dd+7dfsSMg1Cpt82GgaZAgHLOXV+VQKn/cvFouMjNAqaWFhAbVaDaFQSPGQK5VKWFxcRDgchtvtRiaTwYULF9Dd3a3weGgGRhMGVdrowexYRsTGqEkdsDQxUCUINdhTe0ZQ5MdoQlwNkG6jUqmw6htJkkzbHFAJrB5kWW6wUM9kMgpixn/e6/Uqrmk+n2caIqMxAFcEx0QY+QlWa1y8vT6t3Ck1GI1GNSs8zIgFr7NZDRiRXy3bdorQkD/M6Ogoe4+EpnoIhULsZy3xttfrVdyD6m2q1Sri8bhhGe74+DjT9dB343Q6kUwmFSJXwoEDBxS/t7W1IR6PI51OI51Oo6WlBYVCAdu3b8exY8c0I4QPPPAAfvKTn+C1r30t3vrWtyqiLzZeeNjkw4Yl5PN5jIyMoKenB7IsI5VKobOzE6lUipVq8mWq6XSaEQ5Ky9TrdZZ6IbEq9XmhFfvc3Bz8fj8mJibgcrkwMTGxbPJhNBlQyF0PepMXtSw36+pqBFEUkUgkWEpJbxJPpVJNlSzSd2C1FJG6x/LHX2ujLH4S51f36vA9iVGpAga4Qir4MdK9RfbtWuAjH+RLROSIT6eQE280GmX7Jm2IGRkzi8IAyn4y6utMkQA6TwCs6oePKGqlKQRBQFtbG06fPo1EIoFSqdSQfqMok9vtxsLCQgMxJPj9fmaPTtVCauLCRyB7enogCEtOue3t7YrKFR7q75dIr9vtRm9vL/L5PCRJwvT0NDKZDPbt28fK50VRxLp163D58mW0tbVh7969KBaLOH36NNxuNzo7OxEMBvH88883fAflchnf//734XA48K53vUtzbDZeGNjkw4Yl8A8+ypMDS8ZCfF6YVl+zs7MoFotoaWmBLMtYWFhg/ha8/0A8HmcOpyMjIxBFUdGojQe1ZLcKesCGQiGW06aHucPhYAJJ6pxL/9Qde4GlUkaHw4F0Oo3JyUnDfLIZSRJF0VLX1eWAyh+taA8KhQLcbnfDA1uW5QYnSzWMCA5VrGiBnDXJTl9NAiVJUjiKejweeL1elEolzcZyRqJT9TnRZBoIBJjLqvqzvJ8IVcgUi0VFKSfv/UL/82kyNTkiLxV+zHzqA7jSikALVrRODocDvb29qFQqDeOn5nxUFk0pLUp5kBkc+ekQCZudnUV7eztkWUYymcTU1BQbRygUQiKRwMLCAnM+rdfr6O/vx+TkZIMOhxxnCW63m2m+/H4/5ubm4HQ60dnZicXFRVSrVbzrXe/CwYMHsXXrVtTrdQwODjJRu8vlYrbvkiRhbm4O/f39LNXT19fHGkBeuHABbW1thtfPxtWHTT5sWAKtji5duoSBgQH2QCRRHBlEUU62tbWVPWTPnTvHLLi1HqKpVAqRSAROp3NVBXsU3o9EIjh+/Ljudn19fYrQbzQaxalTp+ByuRQOnBcuXGDbjI6OYnh4uCHPDsAwWmHVt0G9TysgYzAr4kjgyqSj/k5o8iINRrOge0E9QdNxyAK+Xq83TLhkWkXIZrMQBEFX70MmdUZpBRqLx+NBoVCwpM2gSIMVXRCVm6tJJ19uzh9zuT2DzEB+KuT8GolEMDMzw7RAFAmhiAqhWq3C6XQil8uhVqsxAut2u5FOp+FwOBhJ8Pl8LHVGaTQi81R6m0wmceHCBUVEjaIp4XAYsiwzMXosFkOtVkMsFmPeNFRx09raite85jXI5XLM3p86X5dKJaxfvx6SJGFxcRHRaBTj4+NYXFzEjh07MDIywlJPvb292Lp164qvr43VhU0+bFgCPTALhQImJibQ3t6OS5cuob29HRMTE/D7/azpGAnVgCtRgHw+r8hDA1dCr+QREY1GFRO8Fsh6nPfzkCRJM9xLE5uZeFQdri8UCqwBGUHtH5DJZJDP5zUFc/F4XPdYlPcmR1K1N4nP51P0ypEkSZGr5ic0QFnuSg9/r9fLVq9G0Ip6WIVe5IMqk/R8UCgSwJfRUgM3KuNWo16vM38Qj8ejICe8+NEM/OfIvwS40kuIf48XYVoBdW7msVqVWVbSaHRd0uk0K9em8UiShPb2dtRqNUxPTzcQ/HA4zAz8KOpAnjvlchnhcBiJRIJFKkg0LggC82OhUmiKKq1btw6VSgUXLlyA3+9HS0uLwlyQPktOyaTzIlEytRkolUos0kTXmG+CVyqV4PF44HQ60dXVhVOnTuHYsWOK8+vv72fiWxvXDmzyYcMS+IfjzMwM83GYnZ3F5s2bmXaAuthSb5JIJKK7T6pgmZiYgCRJCIVChiJGalevRiAQaHB4JFtsWtUZQR16TyaTDdbUVh0xAePJgvwueKM1Hi6XS3e1Tc3Y9ECry3Q6jVAoZFr5QmkwPVSr1QbbboJW1AKAqZU5T5YoGkE6DLfbza4N3Qd8WoYqaPiIjFFkQhCEBrEkwel0KkiL1+tl5I13z7WKlVp+ExEjATdw5dzIjl4P5XKZufWSeRo50fJjE0URHR0djFhNT08z4zeeaFGzP0o1URo1Eokwy37qhEx/W3wUSBRFJqamrsh0TrwujCd/1PGYzMzo+tP3TVFR2pYq52ihQ0SPqmJKpRJCoRDe/e5344477ljRd2NjbWCTDxuWoF7F8er+I0eOYNOmTawxlSRJmJ+fZ6shIywsLLDKl+XqIFwuV8Nqh8fg4KDh59WTpTpSwtuW89Bb2RpFWqjXjR6MJhmrze9CoZCl9JXZhEkTUjNN92hSsALedh2A4mcy63I4HMy9lsSfdG56aTwCheQBMF8Zvl8PD5ro+YkSWLpGZAlvdBxKI+iBCBMvCKY0Gf0cDAaRy+XYvUYRGLV/jhq8oJa/T0ulEktH0PlSw79SqcTOk+zn6XuemZlBvV5HJBJR3PulUgmSJCESiTCRKUUvKNVWLBYZIaH0Cp0zEW6+3xFFPai3D5FFqnQiIkr3AC0qSLdC2iBqNhgKhfDyl78cfr8fb3jDG5adOrSx9rDJhw1LoNb2vFV5R0cHa7i2sLCAjo4O9kClhw4vwtOalLLZrKJs1wh6K+qVGIIBSw9+smKn1fW6detYrnxubk7z4W/F+0ENahdvNBY9WLXsJp8M0iJQioNfIa50pa43vmbKTY3OhSZ7cj3NZDJsAnU6nQp7dC1QSS2dP5lmGUVKgCtl0HzPGGqqR6ktup68WFTvXqB0Xblc1hwvpZK0DMroGljRg9C5AlfSW06nE2NjY0xcTULkaDSKmZkZhRePKIoNpbLz8/OYn5+HIAjo7u5GvV5X6HVI0MkTCb6CiK9Oop954S9dN+pLxLvjkiCYBMi8/w/1iqL3arVagz7l13/9123icY3DJh82LKFYLOL8+fOaEYAtW7bg4sWLTMvg8/lYp8pNmzZhdHSU5XjJX4FWSvwEZEYi9FafZp8zi76QoO3UqVMAliIlly5dUmyjtapdDvnQ0gZYhVXCoJduoXB6s2OwIpKldBBvJGYGmsyNSIhWBIeqo3gren6fNGbSLBCo0oZEubQSp8ktn8+zCUvr++bLydVjdjgcmn1FzEp0aYxGBnpWvnetv418Po9YLAan04mZmRm43W4mQgWWtEmCILBKNCINpP+g18lFllohpNNpBINBJsSmkuR8Ps90GlRJRH/zZKXP/82T1ons9/mFjdPpZFVnRDaIYNH1ymQy7HPUwDCXy+FVr3pV05VxNq4+bPJhwxIymQwrhfV4PPB4POjp6UEkEkE+n4fP52OdTbVy7KQR4MmL0+lsEFMaQU+fYOarYaRroNUcv2JXp3/oAWl1vw6Hg6VXtCYpo4nf4XAgEokw0SmNi6IZRhO7GUGo1Wrsu2nGcImqGYzGTTl+KomVZZkJOfXGRa3Yqewym80qVsV0bPXk63a72bZGUJMTql7h+5fQhFcoFOD1epmVerNVSTQpLxdGBIyiAfQzr5sB9O9DMh6jMt9CoaAgczMzM4z08K8XCgXWnZlPbcTjccTjcRbtpEgFNf4j4kbXlCpTiHhQryCHw6HQiqgjFEQuKc2i7utDaTASmtJ2ExMTePOb38y0Tzaubdjkw4Yl0MRDE1g2m8XMzAxaW1tZaWkikcDc3BxaWlo0m8SpoVWaaAS9nLooiuju7marJrVPiFm+XE0s1KtQrc6ivHW41nii0ShkWWYhaQrVu1wuXfEqCR4pjEyljA6Hg3UUVk/M6n1YRTqdbuohbbT6prQGf3yaECk0Tj/ncjlFSTJ1ywXAuu8SwarX6w39TajM08q5komVOnrCX3+aRAGwKh2Xy7WmrrIul6vhfjKrdjEaz0ojf1ogDxj6HgVBYIJPACzNQt2JJUlilSfU1Zp67/DjoIqXSqXSkCqifxRRoeaU9LdDYlMiPJR6IcPC3bt328TjOoJNPmxYgt5Ey+ejS6USenp6WGtyLWEfDxKY8TnjRCKhmOhIIAgAIyMjmvup1WrMDREAC9vSyshICEiGVupx8dCaLIzC5NlstqGsmDAwMKBbGupyuRCNRhkJC4VCzBUzFAqx6FEkEtFt/74W4G3ItWDkFkuTO1UrSJLEIhdqsslHZrRA36VVXQkJE9Wgigq99BR1etWKdlEpOWkl6F4hwWipVDIU+waDQaaJ0tJAAGD7oIlblmXDqIrZ925WfUSflySJubtSNDAYDLIonl7lGv+dUbSJ7hkiluox8kZ0pPfg0y6kw6LnAn8fZTIZhQaEom2pVIp9Lzaufdjkw4Yl6EUP+IoDEqjRhKkVuuYftJIk4dlnn9U9Znt7O9NhAEv1+pFIhD389bpqqlM8Ru6GTqcTQ0NDTHtQr9fhcrnQ19fH1PZer5elESjfz1cvWL1WgPEqtVgsKrxJ6PhOp5OVzxqBTKD460DnRPviw9d8zl79wOa3M9McWNGP0PfET4T85K7Xw0ZNRElIyzdAMwIRHvUETKWoWvsgTxHgirsopSHUY+TPgap9AoGAIqIDXKn8KBQKLJ1Gk22lUlEQUp/Px4y0gCUyQq6wekTC5/NBlmXNirFSqYREIoF0Oq0QgNK4AoEACoUC8/lQf5bGYWViz2az7D4lUkGfp35PHo+HpU+AK4sFut50XYiI8K6rtVqN7ZeIKAloHQ4HnnvuOezcudNwjDauDdjkw4Yl0EMgGo2iUqkwoZxW5IDICN/LIhwOM8KxsLCAlpaWpldsly5d0lwBzs7OMs8BEsuRVwc9zCgtwzcfA5Ym2aNHjyIajTZ4e2hhaGgIExMTLBVAuW3KY+uV5RLMHt604qUHK5VaWhEdVqtVw5JQsrgmc7FKpcJ67vDVHWrwAlValfLnYmVsRDipY2kgEFBMuOTzQOOisfATOGlI1ORP6x+BJne1MRu58qoJMkVmiNjSvUzN98xAKRKaXGlf1MOIBzXbs3L9aLxaLsCkm0mn04hGo6jVashkMmy8pVJJ0T+J0NHRwVoG0HZGoFSJEUj0SeAbT9LfHxFqQJluAa6QDxIB00KCnj9UIsynaMrlMqLRKNLpNC5cuIBEImGbil0HsMmHDUuYn59Ha2srDh06xF7bsWMHjhw5wh7YJDTs7e1lTdOmpqaYoJC62lIjOlEU0drayoSqaqgf1kYTN5EhevBFo9GGihUjWK3+0HKx5CeDSqViWAJqNtGQrXW1WlV0mV1cXGQPZT3RqdW0Cz9e0moYiXb5slL+OEQOrfSyodU2RQ7Uk5hWAzPqGcSDyIB6Wz5KQ/cbEQs1qaJ9UtUEETaqhFmu3kM9VjIso3ve6uf0QCSK/FHUlu2SJLE2AT6fD6FQCAsLC4hEIpicnNQ8rp7QlVolzM7OstdmZ2cRi8VYykjdJJBPwVI1G9+egE+lULStXC6zben74j9LUSciIHwUixekkr9Ia2srRkZGbPJxHcAmHzYsoVKpKIgHcGXyIeEZPbTb2tpw8eJFxbZbt27F2bNnsXPnTpTLZZw9exYXL17E0NCQ5vE8Hk+Dm6lWaaUe5ufn2cPXCqyWsZqRFPIoWM5xBEFALBbTXIn6/X4Wqtfbv5W273qvr0QvondcEhRKktSwWtdq6KYeTy6XY9EkIhZ6xI4fP5EJvVQOgUgTTZxmjrBm4EtIKbWykgoYLdTrdWbCpSZg1HIeAPt7bGlp0U3VjI+PIxQKaRJPqt6JxWKMgBBpyGQyKBaLiEajihL6QqHA2ixUq1VGGoiskHcHbzimtlin6A6v/1BX9dC1pXuCjkXnsdLv0cbVgU0+bFiCVkheL0yvnsio7XZvby97MBA50Vtxa62mm2m+NTExYdhjRY1gMGipR4jH40EqldJ9n1agRgJN6rBLD2BS8RuVa5LPghH5MCMQRsTHrNrCCHw6g3+NutCqr4VW6bI6VUITudqrg9ww9Y7fjHkaaYf4a0oTJY3Tat8YqsIhT4xmzNaWg0KhoNApAdrEeG5uDuFwGPF4vKGjNEU+tP4Gg8EgFhYWkEqlEA6HWdSK/3yxWEQ8HlfYs1Mkg8prSStFBEWddgHAfqc0Lo2N/58ipfV6nVW8UDk6pV54wmLj2odNPmxYgtbqVm+CVW9LIshz586hp6dH0WFWFEW2OqPJgFZIapj5eVgdnxasThZmE7xZ19QjR44ofqeHqiRJ8Pl8iMfjy3ZyXasJzyr5UIuM9a6Vy+VqmCj5bfWORxEUdXv25UIQhIZOtzyxMdM3EKi5nSiKupG21Z4QKWLAu6+qo43UsHFubo6JNM3GRekWngTrRRKo5wzf7M/hcDAyQWSQfDp4oS1/bIoU0fUmUkHb8KJoIktUikuaHp6IEbm3cW3DJh82LEHrwaUnblRPvtR3ZePGjZrlodQUi0cymWQOhuSI2izWgnyYbef1epvuZkplhCS4NNpWT+9hZXIz2oZf8au357vt8l4L1E6dr8Kwkr7R2oY8IPSiOhSOp1C+epxa52Y2Fqoq0bvmlDIw6+tC0RFqKWBVnLpckEanVCohm80ik8nA4XAgkUiw30kLQQJfiu6oz0UURYTDYXauBI/HY5iySiaT7D4Ariww1AJSNXngPW/o3iedB4FP51KKhsgF7aNSqSj0H7yGpLOzcxWuso21hk0+bFiC1oNc76GsN0FrNX8zWuXSvqiKo9kHejOrY6vkw4xYUJfW5YAmr+Vgpd4GWoJPApV5EsiIK5fLMU0H6TJ4EzG9c9HSbdDkQRMgRYMIFFYn90tyJTWC1r3l8XgU5a1Gfi16++DBR3HI/EwUxQa9UTPfq1b/Hb5sul6vs789h8PREG2h0lk+EuL3+5HL5RCLxRSRjHq9zn43IlnAUsorFAopCBkZzJXLZYWolASjdD48uaDrry5nJqKhrljiK9P4SjqqCCMy43K50N/fb0c+rhPY5MPGsqEXWVhJ+J/3oIhGo5ibm2PvNZN2IYHbaglJCWbnpudgagXNaFrUsHJtjK6F2nbcCPzkR9eZ10xQWFwLbrebEQjqAUL23URe6D2KhpCgUC0u9Pv9KJfLupMmP4HRZ6z2neH3QVUwagJBmhYtUEkoTZbksUFl1OryUj5SAJjfj3QN1akWAA1N6vx+PyRJYtbovM+HFVJEFTYU/eKvNxFRvrEcOZ1SZIP6tPC29VTJQt8pgT6jNTa1rTttQ9EQv9/PTNJsXPuwyYcNS/B4PNi0aZPigUClkLQioX9erxfJZFLxGu9SSJOV3oMvHo+jXC4jkUigUqmw/LMkSejs7GQP64GBAfbwNxMbqlfjlKem3yksTVGWVCrFHnL8uGmVRSsuNYxs181gRiCMJorVcHXMZDLwer0N9uVmFTo81NEmMpaiiYZ0G/l8HqIoshJJfjKkCY2ftOg9skyn36vVKvx+vyLdwV9/KlemKhGz8ZOrKF+6S3b3vFEa9YHRAjm+BgIBFpXgz0+9slffL1ZTjFYFxHROk5OTcLlciMfjmJ2dZRO30T6oG+7c3Jxm4zwiI0RQ+NQKAIWOg4gj3Qt81Qt/rflqFhKRkkkeT85EUWR/b7FYTHN8Nq5d2OTDhiXMzs5i//79mu+96EUvUjiRnjt3jv0cDAYbqkPIoloQBBw+fBgOh0NRSkpNqgRBgN/vRzKZRKlUQjqdVlist7W14ZFHHlnW+bzhDW/Aww8/3PC6JEnYs2ePrkfI9PQ0ent7cenSJYUehR6SXq/XNB2gB+q0qgcj8rHSyAeBJvNCoYByucx+Xsk+yUpbTyhKkzo1LATAHEKpxw2ldmhFTdEX2jdvu04TG/XGKRaLlvU/ViI/1LZdDRJX8s3ctLYxgyAIuhMpT6IzmQwzteP1OMCS2JT8c6anpwFAIWama0nfCU9C6vU6wuEwstmsYWUXjZXOKZvNMhEqb+7G+8FQFQx/nxeLRcV7vGU9rwsBwBYtRFYqlQqLyti4vmCTDxuWYDTxGb2nlUqgPHm9fsUGnSzECePj4+znlpYWTdvo5WorjMbMP+j0cPHiRQwMDODs2bMN4fGVCA1dLleDsRY/2dAEzFum842+Vgqq2qDvjJ/Y9EBVCnwJJI98Ps8+r7bDV/uL5PN55hZLIX6a5CmkT2ktcmqlCYtC/3RPETGkyguquKBrSdcvl8ux/ahTAHqgiVINPqKxkqqXWq1myavizJkzuu9NTEygvb2d/QwskZDW1lbkcjnMzc0xUTf1C6LIlCRJCnMxflw8SHtDxmGk5SGySiJm/tqTjTtZ2PMCUgCKiKLajIyvkqF9yrJs2nbAxrUJm3zYsITlkg+tELLWa0bCP6t+Is3AaEI1m8iNPttsOTAPh8NhqElQaxto1Ulhbr68kX+d39bv9wNAA8GhlTSBr8DJZrO6kyYJDgGwqAQvKOWvlfraaO2TtAy5XI6F2fkeLBTipygRfVdkVe73+xWVFBQNMBJT8umYlXx//Ip8JfemGUERhMbOzVrjGB0dZa64pK2ZmZmBz+eD1+tFpVLB7OwsyuUyZmZmAMAwfbGwsIBcLoe2tjbmd0P2/FQCS9FL8t8A0BA5KxaLisog4MrfnFYFDBFI2j8vTA0Gg3YjuesUNvmwYQlGD1OjydiqWZhRnnstyIcRrDzM9I7t9XoRi8VMNSgE3iSKNA5WwettyPfADORrwYO6lmqBWqbzBIRWuxT2JhDpoNC5OsWijhbolcdSuoS/xiRApTRLsViE2+1GPp9nEyul80icSmkJrf5DK0G9XmdkmXw26PpTCajR90h9aXg04wMiCAK6u7sxMjKi6PtDWhngCqEirQRv1kbXwor7KnWyrdeXegxRKXkqlWKpUb4hI2l0iADqNfDjdWIAFNE80onw4mJ+eyJ4JGy1cX3CJh82LMGIYDRLPvQaeulBr2R2ucJOsxbxzUwEauTzeZw8eXJZn7399tuXfVwS5ZlB69zMPkt23uSJoWXtzYMvieSPoSY96rFQEzb6fnjCQJbdPOEplUrw+XwsRUGaAyIvwBVCFA6HUS6XTfu2aHXAVaNYLLIW7jwikQgkSTKc1AVBUFRwaSEcDrOfydGVSAWJarPZLKamphAIBODxeBjZSqVSEEURsVhMUTnCizspTcVXEQFg5M7hcLCUijp9RG6nJPYErlQSETGg1J3b7WZVP1SWDYDdQ3yEgy/HpZQaRe7oWUFjp47GpC+xcX3CJh82LIFK2UqlEnMiJVBjOQpz8+9pRREuXryIDRs24Pz584yA6EU+aNWjheVqPuihqAcrDzS9Ma0kBLySz1p9CGttZ+WzlKOnScYMLpdL0YtHEIQGHQOldWj/RFDUUQqtVu+AMmpEIKdRnmQ4nU4sLCwoVup650wRFL1ICWlJ1BokQRCW3ZBODYoiCIKAmZmZhmvndrtZ2mVxcbHh2tTrdYUwWwtut1szOtPS0sIEqqIooq+vT0E0Se9CxIMvi6W/YSItRBTK5TIjFEQGS6USgsEg6wtFJIi3SCdSrC4Npu3sqMf1DZt82LCEVCrF8sIEelCsW7eOhVf5Hg6iKKKjo4Op6ck4ivwOXC4XEokELl68aBgW12sQZjRZu91ubNiwAcVikVU7UFjc5/OtqO09oE98rgaBWMlnV3IMsrOmUlIjqCMj6omC7gcqgXW73bqTN6VatF7P5XLwer2K49GqnS/fJKLidDqZQFateyGB68LCAsLhMHuNUgEUtdAinqu5AictBj82HsVi0dRAL5FIKD5L9yUJNakSha4/nzLjj8sfhwgWpVfob6tSqUCWZea7IkkS8vm8IpJBaTQaj9/vZx2hfT4fey4UCgVGjCjqwZe407gEQWiq0aSNaw82+bBhCVqTLUU68vm8otSWx2233YYLFy5ovhePx7F7927s3r0bi4uL2L17N1pbW/HQQw9henqaEZu2tjaW8/d6vXA6nZidnTU05dq9ezdGR0dZaNnr9UKWZfbv+eef1/3s+fPnsXHjRgBXeq/wQs5cLodCoYC+vj62DXAlbL1cvFAhZLPjEmkkwkA+F0ZCVDXUZMXlciGfz7P0lx6ZUUcx1KBqKbfbDafTiUKh0FAGS9EV2g8RXfXKnz8XdUoll8shEAgoRKU8+IqOtYZWJQoPURQV5e4A2IIgEomgWq3C5XJhYmICXV1dAMAau2n5niwuLsLv92NqagqLi4uQZZktOMrlMnK5HLu2RNJoHIuLiyyKI4oiAoEAIzGBQIB5g5BWhhYGRCx4TQhPQuh+tHH9wiYfNixhuROj0QNienoa4+PjePjhh9lDxu12o7+/H+vWrcPWrVtx8OBBPPzwww0P9lgsZqiRcLvdrMSwWVy6dEnX5wNYIlR6ZGsl1s58XrxZUOSJqg+AK99ZtVpVCBPNoL7WvDCQBxmSmYEPtxOoLNcK8SE9AHVI5fdBYsZCoaBLYFaLFNAKPp/Ps5V3oVBghle8PsHo+LzzqV5ZtR4EQWD+HXrQ+q7oWpMhmyzLrBKGfDb8fr+imV69XsfY2BgCgQCy2Szi8TgmJydRKpVw9uxZCILAOkfT95jP55FOpxEIBFg6iDceI70Gvc73nSHCQbobdVUM7SeXyyl0MTauT9jkw4YlGInwjB6WzaYwCoUCjh49CgDo6upqWMER5ubmDEPPKymZNMNaldrqtTe3AnWJqxbo4a7u1kriQYpCZLNZS2ZpZMnOezNoaUKoMR2NEwArxSTPDrXxFIEnJ+qIBhm8eTwepNNpzftQr4Rbj/QEg0EAUERlCNRbhq5zLpdjOphMJmN6/SORiKkWA9Dvpmv0HZMPDGlStN4PhUIscpDP51EsFjExMYFwOAyHw4FisYixsTG0t7fD7XYjnU5jcXER7e3tOHLkCAKBACvn5rUePp+PRbII5PC6uLjIUiuUvnK5XA3ky+12K4zjqJyaPIB4QasgCLa3xw0Am3zYsASjFepKyIfWhDMwMICdO3eyMj8tmJUzrlVIVl1eqsZKfT6Wu0q3cr6FQkHTS4QmVQI94PUIAY9yucxIit/vt1S+KQgCvF4v67VCERuKHJBjKW1LY1KDwvXkcql17GY6G9frdbYP6sHCI5fLNWhXSEtkJd1mNfJEvVl44SVVeszNzUGWZRaNEEURk5OTiu9Jq5SXUo8XL15EIpFAuVzGwsICOjo6WASiVCqhra2N6ThIezEzM8OuTU9PjyINxotP6RqSAD2fzzPzMgAsLcaPiaJA1N/H4/Gwn+k9IrflchkOhwO9vb3L6nJt49qC/Q3asIT29nbs2bOH5bx5j4n29naWAqnX63j88cfZ5wRBwPbt2wEAoVAIxWIRly9fNuzvsmnTJjz44IOG4zErD10r8mHmGbES3YbVctmVwCq5oTA3vyLVC+cTaHImYa8aJPYErviHAGBkg4+KECHhyzGN3FGLxaImWdIq+7UC2r/6+9T7flZSIaWFfD7PmupRhM/hcDByRPcgCbfVXYeNxjg5OQlZllGr1TA6OqrYpr29HeFwGJVKBfPz80zjxJ8DkWQirURSiJjNzc0hm81CkiTmC0KRFx6URiFCQuLgcrkMn8/H7gm6bpIkoa2tzSYeNwjsb9GGJaTTaZw+fVrzva997Wvs5y1btijeo/4p9ACRZZm1NRdFEU888UTD/np6ekzHY+bHsJbkwygdsdJS2+WSj+XqOYxe442pqEIJWIqgaOkTarUas0in1TeNiwSFeuJRtfaBKinouOpoDflfAGBhfFmWmR6Dj6IstzqFwv10HConJ88RmniJJK1WqS0hn88rIml65+H3+xGPx5nAWo2Ojg7Isoy5uTmWUpmammKRB7/fz9oZjI2NQZIkJJNJhEKhBp8P0kKFw2Ekk0mWntNKgVarVSwuLsLn8zFiwYNSKkSE6Hun6ByJxSuVClwuF7q7u9c0nWrj6sImHzYswerkpn44qB+YFN7VgyzLhtbRBMpR62GtyIfD4UAwGGR5aV5MR5GCoaEhtr06bUD/08OWd27kzZr4HjMr6WFjBVYISb1eV3QQJs8MLQ2C1ndMOX+9smmjsanvPfJ+IbJGWhDSn6hB1480EfRZ9RhFUWQW8XyVDXlK5HI5RfSFNAlUfroW4M9HfR3q9aWus5lMBhMTE3C5XJBlWUEYiUSm02nE43HUajVWfUZajUKhgPb2dgVpA5bSN3o9alKpFHp7ew3TbB0dHYoImFY0jL47nmCSkJnSLqVSCR0dHTbxuMFgkw8bq4qVPiCsVlDIsrzs9IfH48GePXvY59U9UMrlMp5++mndz46Pj+uO0efz4fLly6bj10IsFmOlijyxoTJJfoz8JAEsTVJmvgdEdqgslP+nta3RfviJGQDrFUKEQK2XIC8PfsK3moZQV5E4nU5NAqPXkZbOmSzhqYyW75BLhC+fz8Pv9zOjLQAKgsOjGT0JIRAIaJqUNQOq9KBIzMTEBGKxGLxeL6amptg909nZCWCJDCaTSUUFVyAQwMzMDLq6ujA7O9tQWtza2mr6t2xEihOJBItakdOq3t+kOjVGURL6noPBoKaOxcb1DZt82LAEq5EESZLw+te/HhcuXMDJkyexdetWxONxxSRXr9dx6tQpnD17VvHZeDyON7zhDfjJT35iehxqPrac8bpcLhw6dEh3VfeiF71I97Pkb6GHlZR1kjEW7aOZFEw0Gl1W2J/0FXz0hhwk+cmHCAClGGgioe+AnG/Vq2/+3IjskSkYVTSoXXHVIP2A0+lkaRW9c9G6/lSOm8vlFE3T9MhrJpNBS0tLg6meGfgJkh8j/zNf6bFc1Go1NjZqFDg7O4t0Oo1kMglRFDE7O4vFxUVEIhHMz88jnU6jq6tL0RGYvncaY09PDxYXF5kVvdnfvJHwmlKTfIqStCRq8FEPj8fD3FHpHorH4y+YB46NtYNNPmxYglXyMTo6igsXLiAajaK7uxuBQAC/+MUvGrbbunUr+vv7mbMhALS1teG+++4zdW8EzMmHEbxeb8NKj4fR5OB2uw0/e72ZjPGEkF+B6hECXmvBg7Q8vECSB2l0eGtzLbJE5lH0/RJRoTJkl8uley/qaWb48VghdD6fTzeKYgSjni2iKCKZTDZNaIArehuajD0eDyNHPNmi99PpNIvekKkYsOSrQxoVShWReLNer2N2dhbd3d2MeNTrdbS1tSncRXkDMSKa9HnSZ/DfHb1Hn1UTRL5PkNvtVljFU1+YQCDQ9DWzce3DJh82LIFEbdSinHo2aFWsZLNZNrHo1eNrOYzedtttlogHsEQg+NB4M/B4PIaTALVl15p8yZpbD9lsFp2dnajVasjlcoZERY0XyrGxmbSL1utqHYfWeZTLZXi9XqZB0AO55lIJZyaTYRMeEQK966RF3tTfoxnB83q9yyIIZiCHTisg+3RqVwAsaSwCgQASiQQWFhYUWovOzk7m3aHnI+JyuZjTaC6XQz6fb/guI5EIpqam2PWKx+MoFAqahC0ajWJychLAFT2PGq2trUw0DGh30S0Wi0y0uri4qPCLISM0O+pxY8ImHzYsoVQqaU6k/EpVkiQEAgHFdmfOnEE0GlVoGILBoGblTCqVwkte8hL2UEyn0zh48KDmeILBIBKJBKu8oFU7kaJgMIh169ax9uvUDK9SqcDv9xtOBD/5yU9wxx13sEodHmZlfuVymeXW161bh2QyiVQqZWrYBeinDaxgJemelZIP9fuUnlFrSgqFAlwuF4ucGE0qJMAlz4flQn0Mo2MKQmPzu9UE3ft0jdSN8ehndW8Xv9+PcDiMubk5zM7OIpFIsIm8Xq83lMtqQd0lmJq6hcNhiKKIkZERXLp0Cf39/ezvd3p6Gq2trZpRIJ/PB7/fD4fDsexrRsJecjCl+58cWM3ScTaub9jkw4Yl6E0A9MCgB5t6VZtKpRpIy549ezT3dezYMfZzd3c3a46lBd4JVQ1RFDE2NqboAUElfVSl4vV6WeM7KuujckkjBb+ZCI8nNVRVMDAwAGDpWhiF818o8tHMA16vxw8PvjxVjVwuxwzFtHqJEIwazQmCYCkUz0/m/Gukk9DavlwuK/qT8Mc0gpXVOXlnmEHtcJrJZFhPFQAs4tAM1N9bLpdDR0cH5ufnmYBVFMWGe1/v3pAkyZR01Gq1hqZ/PIh0VCoVVj1FHXABMO2RjRsTNvmwYQlGD9eenh5Uq1XL7datGjIZbWf0UNLrRcK/TxPbiRMnFO8NDQ0p/C3UoDA49fjgjzMwMKA5YZ45cwYA0NfXh2w2q0sUqCMw2Vdb7fXCO0g2W4GhZ6ZlpXMt5f3VRMOoZT0Atsql0mIybuNJglkKyqq41ogIqUGRlnw+bzlFQuCFrHpYaQSntbWVRQPm5+ct3R+1Wg2hUIh5bczNzSGfz6OjowMjIyPo7+9HOp3G4OAg5ubmGv5u9P6O9Ezk6B4kK3er50wEhXQ9REytfnc2rj/Y5MOGJRg95NT2zjy8Xi9cLhfTilB/h+HhYdTrdZw8eVLzc5cvX8bWrVvxkpe8hE2C5H1RrVaRTCZ1m7uZwYi4nDp1Ct3d3ZBlGS95yUvws5/9jGlAqFoiGo0iFAohk8kgEAgws6Tz588bWsKfO3cO/f39LEwuCAJ27tzJVrRqH4nW1lZmzkVaEy1RI1WmkE+FFYtz/rMUBaIxERnhm4MRiHCovTAI5ERqlt6gVS/1RXE6nQp9hpEwtBkNQDPbUjt4SidUq9UVlcSuNrLZLPv+Y7EYIx9UQkzl33wZtiAISKfTkCQJs7Oz6OjoYCSE3i+VSro6F63vQZIkRak5fW+hUIhVPBHBzGQyTG9CfVvos1peMnw1FfXrqVQqtqvpDQj7G7VhCUYP8fb2drZiUROC9evX4/jx44r9FAoFnDx50rQ51MLCAo4ePaq5erIqTNWCFf+CAwcOoL+/Hy996UsxNjaGYrGI4eFhnD59GjMzM4hEIpBlGZVKBRcvXmSfNVsxX7hwgZVb9vb2KkLsRDzcbjeSySQjWsCVBzzl4PlQNukIqNdJMBhENpu1VNlBpErv++UjG1T+SNUQWpU9Vid73vmUCIvP50OlUmFC06sNtW9KvV5npapWwLd51/NPsQI9DQ5vZDYzM4NgMAiXy4VMJsNcZavVKmKxGCMTxWIRfr8fMzMzEATBkj6Eh9aigu8o29rayvQkeudMbrVEconcqrclh1oi8xQZy+VyrOGfjRsHNvmwsSxQWR0A1nmWeriYgR46brfbcJKZn5/XfYCvpDLEqm5D7UPCiwD1oi5maY9qtYqWlhbIsszakfPo7u5WWFHz50k/k9iPVup8iSmlbHw+nyICohcCN6sm4J1k+eNQMzCfz4dSqcRMoZoVCNLngCuplNUMta+kUsLpdOp6wWiBJ4tqBIPBpiqf1ODLXen3bDbLrrfb7UY4HGa6CYLR39By4ff7WbSF+q+QQNTIg4UEtnyHWnqP9DZkSkYlu/l8Hul02iYfNyBs8mHDEoLBIBPirV+/HpcvX0Z3dzcqlQqOHj2KjRs3wu12Y8eOHYrPaeXmBUHA0NAQZFlGKBRSWIzTPzOl+0rIh9mE1Iy5l8fjQV9fHxO/0kPT5/PprpipGqajo0PzfTPNBK/xALT9LWq1GgKBAOu4ShEGdRrFyrUgvQDtlw+5Z7NZ1jGV9u1yuZqKTJHR2UqiWasNh8PBVuFWcDXKQXO5HKLRqCL1FgwGEQwGmQ4kEAg0aHVWe2xaHX+1wJMe6ufEN4urVCpYWFhg26lNz4jMjI6OMrdWGzcObPJhwxLS6TSGh4dx5MgRjIyMIJ1O48iRIxBFEdu3b4csy4pqFSMcOXJE972Ojg42kVKzKy1cvnwZwWAQvb29mJiYYBEA3uabSmrVduSSJGHnzp3M+IrID/1PqzgiQLz3BOlWKpUKisUiyuUyXC4X9u7dy16jxlzj4+OYm5tjD1Q+cgJoTwqXLl1CMBhELBZbdpM5voSR/unlzI1EgeS/oN43kVBKj1QqFSwuLrLrWSqVIEkSu/ZmIE8L0q7QhE9phlKpxFbEV0uAqGepvlw4nU5FlQ1/Xer1OusRQ9DSDlEvF4/Ho9B3ENmLx+OM/EajUciyzLoSa4H0LWTcRmSf355ShPxrVok/f44UpclkMiiXywiHww3aJEmSMDk5CY/Hg1qtxjrenj17Fi0tLejv77d0XBvXB2zyYcMSqtUqjh49ipaWFsUkWqvVcOzYMWzevBlDQ0MsjF6v13H8+PGmV11m3Wp50ETv9/tZK+7JyUmWNuno6MDU1JTu5+PxuK4r5bp161iprBZ6e3uZ7oLfhyRJ7CHZ1taGtrY29t6zzz6LaDSKtrY21Ot1BINBzXLFdDqNaDSqf+Iq0DWmXDpZmZfLZQQCAaYF0SpRpWoTPadTrWPRqpfXfHg8HgVRsUo8CDTZkJ6EtDA0PpqYrVSVXIsoFAqGKRy67lp9gdrb25lWgzfWo1RLsVjE7OxsQzQiGo0inU4b/j3R33JXV5dl0z7yK2k2xUbRjHq9zoid1+tl5MbhcCAUCrG/5UKhwIjOE088gVgsptCb2Li+YZMPG5ZADzCt1fuGDRtYySq/ghoeHsb09DRTrVuBw+FoKvyez+cxMTGhuy8jGIlDjVZ3W7Zs0fVaoFCx1vmuX79eMbHqHYOEg1YnbxJp8jl4h8PB0i0ej4dN3uFwmEVGyEmTv95+v1/RpVVvslenhrQa7ZmVS6vPgfQARiWW2Wz2umwyZsUnRK8xoN7fTqFQYPd+JBJZVqO75WBsbAwOh4NFo4zA9+7hS/FrtRr8fj8WFhbg8/kaUkl0vxI5r1QqeOCBB7B582Z0d3ebitVtXPuwyYcNS9CaqKmZGe9Wyq+GTpw4Abfbjf7+fpw5cwbd3d2Ym5szDGdPTEygra0NkiRZKhk1IhBmwtLlPqzNyBFVb6ihnjSNDLaaAYn51I3g6H9BENjDmsbOV2ZoHZ+qDIwgyzIru9W6JkZ9WHidDw8+9K9l9EWrZ6tVJdeKNfdajqOlpcVSJ+jVxKVLl9DX12dI8KnFgNPphCRJjLBQZIMiQep7YGZmhjW/4++rYrGIAwcO4MCBAxgeHsbevXtfsJYENlYOm3zYsASt0C3ZpRuFXwuFAgqFAoaGhnD27FlEo/9/e+8dJdlV3ft/K97KVd3VXZ3jdO7RzCiHERIjJBSQLMA2GJuHf8YBL5sFThi0eAYjk94DG2MwMiYYWH5gg7BAzwQ95ThCaUYzmqQJPdM9nWNVV07390evfXTurZuqOoxmdD5r9eruqlv3nnvq3nv22Wfv765HT08PFhYWWEzH6Ogoi1EA1gYUyuggl3I17eLbZ0StAY5qBUo1DofDkmGjNyBRHQ+zwFOrUJl4flmkVCrB6XSyrCXKXqB4FpqJZ7NZ5v2w2WwoFotsPxSU6fP5KvqS9COMgk/5jCk15LUh6LskRUxJknQHXD6+x+rSAC8JD6xdg9FolPUJj1aAL4mA6X3vdrtd04vEC9Xp9RPFMukZg5IkrVuPpJZB/NSpUxgYGFC8xqvDZrNZlprNC8pRLAdBfe50OiFJErLZrGnhyKNHj6JcLuOaa66put2C1wfC+BDUjLoKpR4ul4ulrS4tLbEgzNHRUdhsNkxMTOh6Q9rb2w3d90aDvNHAzcdBaGHkUTEzLNY7GyuXyxgfH0dnZ6dlA8QoTkMPOke/38+0Psg7Q4q1lNnAn7PdbmeDicPhYEsh1VYZNusn3pNjt9uRz+ct90W16aUkdqbG5XJVeODC4bCmQezz+XQNZZfLpRlATSUEjL6/yclJNDc36/bvRhiotcqYnzx5EkNDQyz+J5lMak4ISCrdbrdjbm4OwWCQCYpRdV6Xy4Xl5WVm5MZiMQDQXVZ99dVX0dHRgY6OjpraLji3CONDYAmth7mZB4DQerCVy+UKaXMtQqGQYYZDrcaH2+02/KzRw9jsQb0RrmBZlnH27Fm0trZW9Zlq4ZdnCHWGi9vtVngpKEiQBmu1BgW95vP5as5O4b8bXg9iM3C73brG70ZrZKjhy87PzMywLBd15onT6UQgEFBkXpHBMj09jaampoo4pGo8Z1Zl/CORCDMcyOuZTCY1s1d4eHE6qnETDocVHhtaogkGg5idncXi4iJsNhuam5t1DZD9+/cjFospBNgE5wfC+BDUjJbCpRbrGYwlSUIwGGTLAVSdlqg1bsOsDopZbRgjrD7wzQa2amejtQ6UfHvT6TQ8Ho+immw+n2feDkmSNLVbKFuF+sblclXtCbHSvmohyXkjjDwlmyXlTrz66qu612F9fT1cLhcWFhbg8XgqlpnImwAAc3NzbBmUjEGjZa1a2t7X14dcLseWongPx8rKCkKhkGE8l9vtVlw7fJ/zx+cNVlmWdZfXaPLz9NNP4/rrrxdF6M4zhPEhsITWw5nEf5xOp2b1WiKRSGBwcFCxLz6lkxRStdCS2uYfrpIkwev1svgFvs6J3+9Hf3+/YnbPzySdTifT8aBsC3LvBwIBNDY2suC4QqHAHoK5XA7Nzc0ol8uGqbxmWMkUqIZaY0TUnyHl0mQyqchoICOSD5ylPqMKpjRw6AXdbjXFYtE0GJNijKwWq9tItAxZj8eDhoYGTE1NsdfM0s+1UqQp48kKVpezjLajGj0UC8RDaqXLy8vwer3w+/1sWY/aTdcR3bu5XA6lUoldR5IkKeTWZ2ZmmOckkUjgpptuOm9Tsd+ICONDYAmtgTKZTDLDoLm5WfezZ8+exdmzZzXf0ypfbgXKlDCaaXk8Hk3dBGBtrV394O/o6FBE7zc1NaGurk6xnc1mY5LiiUQC27dvr2i/1UHMzINSrcdI/R3VMqCQjHWxWEQ4HK6oEeP1ehUzU5/Ph1QqBbfbDZfLxUStzsVAXitay0a17sfoPX5mzova8djtdoTDYYXhAVSnumu1TRsNGTs0AaAUWyowR4ZCOp1mMUZ1dXXsXNWy66QnIssyfD4fzp49yxR3Z2dnFdf75OQkfvKTn+Ciiy7CRRdd9LrJchLoI4wPgSXMZum1znLJxV8LVNhND6M2a2XpqNMGs9lshe4IDdbFYhE+n0/zvOvr6xEMBhUeHmoLPZBJKZSyfPjBiBdd4gXEzKDqu0DloMMHk/LnQkG3ZFDxlWpJvTWTySjar0U+n2fFz9QxI5sFGa58dgugFF3bqrZYgdeyoNgG3ltlt9vR2tpaYXgAtRkf1eisWN2fEbxmjM/nQyaTgdPp1PUOqo0vrRIBpBrMV93VM2ydTicefvhhvPLKK2hpaUEqlcJll11mODESnDuqMj7uuece3HPPPUz5cXR0FJ/4xCdw6623AliLSv7IRz6CBx98EKurqxgcHMTHP/5x/Pqv//qGN1ywtezcuRPhcFjxsOcfbDSr4x9QWqqZ6h+3243jx48jn88jl8uxqqx+vx/T09NwOBzo7e0FsLauzXs61OmYaowellrr4Vrqqlrpj2YPdIriV6OVEeJ2uyvSYLXaT0tGWoMs/eaNFSuQRDrFZ5CuAr8EQcXrisUi/H6/4RIGLU+RkWM13qAWjLxeNPBVs69sNsuuYfV17fV62fVOxgItF/DXNn0/9JrWd0UUCgUsLS3B5XIhEolAkiQsLi5qGh5A7Z4PM3p7e9m92Nraqus9IwG7QCBQYRDz12apVEI6nYbD4WC1ZozQu0bsdjsikQjOnDljOYuLvvPZ2Vmsrq7C5/PhBz/4Ae644w709fVZ2odg66jK+Ghvb8fnP/959Pf3Q5ZlfPe738Wdd96Jffv2YXR0FO973/uwsrKC+++/Hw0NDfj+97+Pd73rXXjhhRcqCo4Jzi8WFxfxzDPPbPh+d+/ezdI6BwcHsbS0xKq91tXV4dixY+wBFY1G0d3dDZvNhrGxMVMFUzPPh9Zr6of87Ows2tvbFR4OswFe77har5u56q1sS3EXtcxyyfvhdrsVAaY8esaUHul0Gm63W1NEbKNYTxaKzWZjHh2ShddKGQ8Gg4psDJfLZViZtlAoKCT5A4EAlpeX4XA4NAdhSZJQX1/PKrca0djYiOXlZSSTSTgcjgqvgdfrVSxhWqnGa7fbEY/Hq9II6enpMb0WvF4vu4bMUvHVGXN+vx9erxeJRAJjY2OW2uTz+RAKhVjBxrq6OkiShNOnT6Ozs9OSWKFg66nK+LjjjjsU/3/mM5/BPffcg2effRajo6N45plncM899+CKK64AAPzP//k/8aUvfQkvvviiMD4EmvAGhN1uR0NDAyYnJ9mgyLO4uIjFxUW43W40NzfD7/ejpaVFt7y93kMyGAwiEolUeCEkSaqopsvXcLGK3oCrNWCSl8Dj8aBcLtcsfFat4aEOTqW6KpSCzHs/SqUSgsFgVYXWrJwHvxy1lcsDbrcbCwsLCAQCCnd+tfsxgy9KqLW0aLfbWZ/yqaJkSPJeh+npaXg8HjQ2NmJlZQXRaJS9B6wtRfCDbEtLC9xut+Hgr2Vsm2Hle8pkMszYCoVChoO/LMtMnG1lZYXppNC5Wqk3wxseHo8Hs7OzbLIwNjaGpaUlBAKBCkE0wbml5piPUqmEH/3oR0ilUrj66qsBANdccw3+8z//E29729sQiUTwwx/+ENlsFm9+85s3qr2Cc8RmBXDxQXhnzpyx9Jl8Po/x8XH09fWxQD5yiRutIRPXXXcdgDWvBm2zc+dOuN1uhEIhls67sLBQ08xd7zNar6dSKaYmup5limq/H36JgNpGKanFYhH5fF6RvaK3zm5lgFYvD/FLGFr6IPw2RtAAp17eI6VS/nVeN4MGJjNjSu1Zs9LHTU1NrBCezWZDZ2cnxsfHNT9rs9ksB+ZSmiptb1aobnp6Gl6v17AODmluVIvVWBKS6Ve/RhkpqVQKy8vLkGW54lyy2SwymQza29sxPT1taCRRTSAy8tRp9PF4HL/85S/xzDPPoL29HblcDtdff72iyrBg66na+Dh48CCuvvpqZLNZBAIB3HfffRgZGQEA/PCHP8S73/1uRKNROJ1O+Hw+3HfffYbrbblcTjErEC6y1yeb5T5fT26+y+XC5OQk/H4/U0hsaGhgst5UJTOTySAUCqGpqQnxeJzN+LZv384CPwGwqHoaGCORCJxOZ0X6nsvlYgM1P8ABr8UPaKGV2eDz+dggsN6lhGrg5ewJ8lZQRkupVNpQj4y6r6pdzuFxOByW1HWBteUP2paCha1AAcdWtqeU8EAgwIydeDyuuzRIFWn1xLPUxGKxCm+I2eCplabOU4vn49SpU9i2bZulAHOKF4pEIkxSPZ1OV9wfeteuzWbD/Pw8IpEISqVSxZJXNBpFLpdjGW0UVK0OcHW5XMjlcjh+/DirQzU2Nobbb78d3d3dFs9csNFUbXwMDg5i//79iMfjuPfee/G7v/u7ePzxxzEyMoK/+Zu/wcrKCh566CE0NDTgJz/5Cd71rnfhySefxEUXXaS5v8997nP41Kc+te4TEZyfrMejQh4PGswKhYKmhDWw5gXp6emBz+djg4mWBsLKygq8Xi+rQaEWUwJe0yyw2kaaifMPbJfLxQZ1qmArSVKFe57aoaVEyv9drXFIxdkcDgckSVIEAcfjcVaojs902Wg2Wz1UC6qmasVwoWwNHq/Xyz5PM27ShvH7/VhdXYXdbmeBo3xdHIKvaqwV5KzG4XDUpCfj9XoNBdYoQLSa/WUyGcuZbaVSCfl8XlG/hodSc202m2EsDRlQbW1tmJqaQmNjI/L5fMW9Ho1GNb2nWgbn9PQ0vvGNb+C3fuu3dMcmweZStfHhdruZJ+PSSy/F888/jy9/+cv467/+a3z1q1/FK6+8gtHRUQBrruwnn3wS//zP/4x/+Zd/0dzfXXfdhb/4i79g/ycSCaHV/zpkswYKK/oKNACoHyDVaDNYlYInwSmjWhtGfUGZIYTH49F0rZN3xePxsHgLLWw2/fLyPG6327IXiZaVqA18fI3H44EkSSgWi3A6nRXHVhs/ZKSoZ+Xkmue3d7lczIPCnz9RTVpsrdej1aJ/wFobg8EgVldXmaAd1XpZXFys8AaFw2Fd4xcAWltbYbPZkEgkWMFFvToowJp2DinN1qqbYmSUViMER17AaDRqyWACwOTT6TsmdVRCkiRMTk5aOr4sy8xg1tMMWlpaQk9PT0Wgaj6fR0tLi6YX6Mc//jGi0aiijEEikUAwGBRaIZvMunU+yuUycrkcC8pTDwgkHKOHJElCl/88YLOWXYyw2WwYHBxEPB7H4uKiojQ3CVpZxSwzhqA4gs0+X7pP0uk0/H4/i7Ogc6Jlkc0w+vjqrWR8eDweNhDRb62HrzqVWh2ga4TD4VAYGJRpQvBeLDOq7Ren0wm3241sNqswesjjREXr+Gq55Pmiz66srCCVShnO0hsaGpjRRVoyHR0dcLlcCsE7m82GpaUlOBwOBAIBSJLEjjc3N4dyucy2p1Rfq5AHrVQqoaWlhWVDUb+Rfgb1vV6/t7e3I5lMsmuxVCohlUqx5U0yjNTLacCagUvBo+l0GsFgEC6Xi4nYxeNxy9+hw+GAx+NhQaV0Lna7HW63G+FwGIVCAfl8HoVCAV1dXVhYWFAYbJlMBj09PRWpu4VCAd/4xjcwOjqKQqGA+fl5zM7OYs+ePbjhhhs2RHxOoE1Vxsddd92FW2+9FZ2dnVhdXcX3v/99PPbYY3jggQcwNDSEvr4+fOADH8AXv/hFRKNR/OQnP8GDDz6I//7v/96s9gu2iLa2NuzevbtCr4Pkj0lgqFAoIJfLseUE+qklpsHtdiuk12m2zIsZWcXMwCV3Oj1kjTAabK0+rPjtSMwrl8spytVXEwxY7SyNF7ai77KWGACr5+v1ek01Wdxut2XBuWquJVry4lNACafTCY/Hw5bgaIAFXvN85HI5ZvBSnAEZKOTNoQFcT6cjHA7D6/Wirq6OaWa4XC6Mj4+bnrPZBI6nra0NmUwG0WgUyWRSV+HXKlqGiSRJTN3Y4/Foeqyi0ShbpgFeS7nlDR4r8X0Uf8THxgQCASbYls1mNffT0NCgMD5WVlbY80NNPp/Hvn372P9+v5/FqQg2j6qMj7m5Obzvfe/D9PQ0wuEwduzYgQceeAA33XQTAODnP/85Pvaxj+GOO+5AMplEX18fvvvd7+K2227blMYLto69e/fiyJEjFa/bbDZs374dk5OTTFaZhJnIq+V2u1llVD47hWZUPT09ioJYtF+n08kCxLSoZsA18nzQAGTV02C2jZYOgx40+KvPZaviIWhwKRQKNbmZrQ6KZmqjFH9AWhWyLNcc5Kq3/9XVVUQiEYXngq/pQwGm1N5wOIx0Og2fz4dSqYRMJsPc/o2NjUwNNhKJsPeMjs+XI6gGKo6XSqVMry1ZltnATPfhRhKJRLC8vIyGhgaEQiGsrKygoaFBod5K7fD7/fD5fFheXq5oryzLaGxs1DXW6FikGdPZ2cmWuow8T4SWEd3Y2GiYUef1evHOd74Tw8PDYsllC6jK+PjWt75l+H5/fz9+/OMfr6tBgtcnejNiGrBrlUjfuXOnbmE50jLYCIyMDyrxbbfbEYvFFIGo6pRUGqhooOFTOCnjxsqATA83klhXD8xbZXyQp8fqspTW562Qz+cVM2GClhsoKJH6zixGhwxGYK0v9QKA1SnMZOjx3+fS0hJbKqFlt0AgwOIRmpqaWAl5CizlZ+IrKytMHEsPm82Gjo4OXaE5I2E6p9OJU6dOIRgMMiXWSCTCCiBSQcVSqaQYzDeiymtdXZ3CqCIPRiKRQCgUQkNDg27cCBkk1Ea1gUJ1WtTxLGSYqJeprAinEblcDt3d3QrRt1wuh7q6ugpRtWAwyITJKHNTsPmI2i4CS2zEUoMWRoOXWUVOj8eDuro6lq5ttGRg9iC22WyIRqMs9oJHT/4cAKuMS6iNMApUVNdcofaQF0iNVn+rq8nyf/NZOer3aGDV0tugjI1aoZRmfn9akHHGGwk0i9f7DHnKtAY38li8/PLLaGlpYen9gDJwdWlpCXV1dex/KmimJQ1OlMtlzM7Osv/pb5/Pp+n9A9Y0K+rr6zXfo+PwAyEPxb7oXb9khPMZOjRgz8/Po7W11XLacTXQUqCWt8bn81UYE3okk0k0NDRUvG632xEIBBTGBxWTUy8XLS0twe12W/aGpdNppmBL11w8Hmf3OcWj9PT0IJPJ4OTJkwCA06dP66bfrq6u4sCBA7j88sstB7AL9BHGh8ASm1VbwsioMTM+uru7WdEoUquk1Ef6sdlsaG1tZWmNWsfPZDJMf4DUPdUDuB5aBeoIynzRStfla+E4HI4KLRGtYxotW/h8PsX79HmKc1Av7fAGCG8cqaHZPD9I8+dSLpctZWJoeYQKhQIbGCjok28/edTcbrfh9Tc7O8vSSik4sVgsolgsasqaq/uWP3e6FjYaIzc+FeXTw8y41/NardfzYdQXtCxl5I3gDV86v/r6elZHCFjrl/r6epaiTGquWjQ2NsLhcGBxcdHSNSfLskIxmV5zOp3o6urC4uIixsbGFJku9913Hz784Q9X9Pnp06fx1a9+FZlMBg8//DDe+973sppTgtoQxofAEptlfKzHW8FDA5veQE/BsGp8Ph8r7kVZH1TplTAaGIwGFdLJ0PsMiUTpPeD5wnnVLovwAaVmg5dWn+nhcrkqjCCrwbFGA0Yul4Pf72cibRSQyWufkAFJgc52ux1tbW0AwMThSJgqlUqhoaEB4+Pj2LZtW8VMleKLtL4fI/EuIxkAo+vV6DoplUpMCEsLs+/PbrezmCVauuKvYbvdDpfLxZZn6Mdsvx6PR1HzR5ZlJJNJpgVjt9uZoa6lQ+N2u5lRTRL9tDTpcDgwOTnJhNBkWUYoFGIeCS3ovWqyIzOZDFpbW9kSGgUIk24KaYDQdTY9PY0f/ehH2LNnD2KxGMrlMg4cOIBf/epXisJ1f//3f4+3v/3tLN5RUD3C+BBYwshDUWt8QiAQMBz0qikcV2v76GFJ25Dgl1WMttWLQ6DlBCOhMq/XqzgnszZtZYyIGq/Xa+r2V9eL0crgoIBK6p/V1VUmguZ0OpFOp5l3JBgMolAooFQqYWZmBnNzc2wJjAZxCkwsFAqaxdOoDgiPz+djKZ1qwuGwYa2R9vZ23ffMvr9QKKS7bz0jgWbwKysrml4xCuiuJjussbGR7UvrOw2Hw+x9MnK0AkBjsRhWV1fZPsLhMHw+H6amplBfX49yuYy6ujpmUNhsNmSzWcN6LuRBCYfDCIVCSKVSFUs/sViMPTeWl5dRLBYVWiLlcrnivObn59He3o5Tp06x2JIvfelLzMhZXV3VXIqxuuwk0EYYHwJLGM1sZ2Zm0NLSoljyoFkozXzoNZqx0kwNeG2gpRkt/fZ4PAiHw0wpUT1Dtzrg6hkm5KY3oxbPh1HaaqFQ0DWsSFNCbZiYzVJrNT6qjeq32+2KmWcul0OhUNBNueShvqbidVrnlMlkkM1m4ff72YCpZaQVi0UcPHiQ/V8oFCwLZgFrg6GWkbGe5Q8jzPq5WCxqBl8afbarq8tQnp0CZKthI4JUgcp7Lh6Pw+fzoa6uDjMzMyzlOJ/PM+l4CrxubW1VBM7abDYWM0LfM5U9UBsADodDtxoueTbT6bTie3Y6nZienobT6UQsFsOrr76Knp4e3UB44sknn8TCwgLq6+uxa9cuNDU1Gcb9CJQI40NgCSMPxfz8vO5sZWhoCNPT0xgcHITH48HJkyeZqufs7Cyampp0U+disZhCCt3lcjG3rTrQ08jzodd2Etvyer0sxoB+1Fks6qBEwsj4MELvfT2X8mZ5Pqo1PtR1Xmg2ShodRu2gYnWpVIplDfGxJHa7HYlEAsViEblcDpFIpCrV02rQS3k1uo5SqZRh0GOty3PA2uDc1tZm2fhobm42rQtTiyFh1s71pKAWCgXmaXI6nVhYWEBLSwsSiQQSiQSbhKyurqKtrQ3z8/Mol8toaGjQTJFtaGiouC+NvgMKklVvUywW0dnZiUQiwdRT1ZMtrf3KsozDhw8DAJ566il4PB78+Z//uaEHTPAawvgQWMLI+NixYwfTiVCXA/f5fJienmaVJkulEtLpNNuf0WxVa4CmNVoK5CRcLhcCgUCF98TICOBd9EbQYEODLJ89oveAtzJL1soOyWQyupH0ZtkktVDtYKI+Dv1PKagkMkdIksSuDafTyQwPguJF6DV66FcTh1Jtm/VeA4yNDzPjar2quHrXjNZ3RHVkatmfEdUauXr9YbfbEY1GYbPZsLCwoHgvFothZmYG5XKZLcO0trYikUjA4/FgdXUVk5OTaGhogCRJukbWwsICOjo6FPu32WyK+Be6jmy2tUJ8WstvbrcbS0tLiv3UknqezWbxpS99Ce9617twxRVXCK0QE4TxIbCE0bJLPB7XfUBQnZ9jx46xQaaurg7RaBQnTpwwdAsb3by8RDigDGYko8ButyMSiVR8TpIkNvPW0p4wggwA/tgej4cdkwYgGmy1Hta0JENeDrXXhR+Qea+LOnOAT98tl8sKETfyGFRrlPCBiNRWfh+8sajed6FQYBLmkiSxNFm6dsgICYVCSCQS7Lymp6c1NTCSySTq6uo0A3KrebBr9UGtywtGx12P5wMAJiYm0NXVVTHL1/rs5OQkmpubDWNQqjE+mpubDSsyExSQHQqFsLS0pFscj2JxgLV4Fp/Pp+upXFpaQlNTE5uotLS0YHp6GgsLC/D7/QrJezUTExNwOp1M5VQvYJUvzqgmGo1WLNWo+9Xq9ZbNZvG9730Pjz76KO644w72/BNUIowPgSXMZoR60E3LD1rpdJoNlCRNbfRZLXjNC6Njk6uf0KocWw1q7wM/Q/d4PBVLElqQR0bLoFM/aMng4AcSdZAs/eYNn2rOh35TvA4/2Hs8nqr6K5/Ps8wNPUGtXC6HQCCAZDLJ+kvrOigWi5ifn0c4HIYkSTUXVyMjk1/icTgcTD+DXqPfWkYjve/xeNhAR3Vx6Lff72dLAXzmCdWS4VO4+d+8MTs3N8fSo3ktEjVUo8bsvK2ilw1GUCozpcFSjIosy4hEIoZZKrSsEovFAIDVhyFDJp/PK64X3jBMpVLw+XxoamqqCA4mrBjYvIAdT3Nzs2aMSDKZRFdXFyYmJmryaE1MTOBrX/safvM3fxNvfvObq/78GwFhfAgsYeQCt2J8qLefn59nSxi1YLWoXLlcZgYHzcatVuWk2BSCBia9WZj6XIw0QGqpmGuVWowP8nJUE7SptwxUKpUqXudTScktHo/HFemLesTjcTZw1cLKyoquOJgRLS0tWFlZqYgP4Q02/u/GxkaWWaHehmqL8NcTH5zNa9PY7Xb4fD72XiQSqajkqlVxWI3ZdRCNRuFyuWC3201l3/1+P0tPBdaWB+m7a2pqqthe7zomIb9gMMjUfVdWVhCPxxEMBtHS0gKXy4XW1lYUi0XY7XZm8LS1tWlWwa31GeJ2uw2NpvHxcUuBp0Y88sgjwvjQQRgfAkt0d3ejVCop6rLQTc8LZvGzPgoObWtrU6zBUsyGJElYXV1lqZS8IJfZIGw11z+Xy+H06dPo6+tjMQdW0cpYqcZdb2R8bHTshhry9qjF1fj9k8HB1zOhTBSC90gYBd7y6BXvstlscLlcWF1dZZlPVrEaa6CFWsDNKrScpdcWrcDFjaxHQ2hlUBSLReY90sPse6r2ftCDllJ5D47Wsefm5lBXV6fIZGlra0MoFGLVfAGgs7MTsiyzZZtYLIbTp09DlmV0dXVhcnJSYbBZvRbU2zU1NWFubg6hUEhRRbqpqYllQp09exaSJGFqagrDw8MYGxtTnKPH41FUQabjkNEp5Nr1EcaHwBKnT59e14N1YGCgItiL9rd7926cOXOGFaAjESK73Y7R0dGKQFabzQa3242mpqaKgZE3fCh+ggaQZDIJn8/HXNp6hgEFrmqxERogRsfeCOx2u+WlErW4lbo+ibqdfFwL/xCWJAnZbLYiHoagvuAf8tX0wXqMj1oDV40CfLXYKMPRjIaGBtjtdszPz1cUyquG9cbNELxHhNCry6TeD3kygsEgGhsbsbi4qDA8gNeeEzabDePj42hvb9eVqrdKU1MTk1RX09DQwJYeqZpxS0sLSqVSxX3lcDh0RQI7OjoQDoeZMRKPxxEOh9fV7gsJYXwItgSjgNVyuWzo/tTC5XJheHjYcKbl8XjYLJ4C6fSCF3kDhzw0eufh9XorZlx8ACsNrrQ/Onf6jN76M50XtYU8TdUaKhthIOmhVuOkz1NxOqNlG/670jNS9CAXPC23WU3BXU/GQTWzamDzVIAJm22tOF08HmfXlFrevLu7m5UlcDqdCIVCivf574AyxIDXjEzyPpI6L3kX3G436uvrFZ40PtaIglXpb71+0/s+SJAsFothampK0Zd+vx/t7e1s6ens2bPo7OzExMRETQafJEmaWS9aFItFVsKhGiKRCFwuF/7rv/4LjzzyCIC1parf+73fwyWXXCIyYSCMD4FF1jura25uZgXaqBBcNfEFarSCAtVYvcH5mbhZLAktGelVr1XXKAFek0kng4Ie5lqeJBJUI6iPXC4Xkx83y7ggOW0r/csHW5rBG0L8uZNwk9frhcvlYgMHpTwTbrebBWtW61VYWVlh5dyNyqLzNDU1weFwYGJiAkNDQyiVSjh+/LjlY1ZjfJgZXhuBz+erMNLV7XO73TV7Bfr7+1nsDcVG0X1hpubZ3t6uyBChAF+tNhoxNzeHcDgMv9/Pistls1nMzc2hq6sLU1NTKBQKmJqaQltbG6anp6tevotEIhWF67RobW1lWTqyLCOdTldkI6k1Rkihta6ujl1rvGfqW9/6FpaWloQsO4TxIbCI2QMkFAohGAyytVv1wOz3+5FIJOD3+xGJRNDQ0IDjx4/XXI2THoxGA3Ets4tqBm2raBkDtKxk1atBqo5WZ/xG5d3V++WzdNSZNny2i8PhQKFQUMSQ8Gveao0PCijkDQ2/38/iPWKxmOa1ogUZAmaGB8WwUIn0w4cPQ5ZlzM3NIRaLYXBwEGNjY5qGn9qLZqRSq4b0TDYTUn7diiKPsixbqtejRz6f1wzMttJ2CkQm5VMavKenp1FfX4/l5WXk83nMzMygqakJCwsLlpaEbTYb2tvbdRVQ1SwuLkKSJIyNjaGrqwuhUKhCs4SHhBO10qUJWZbxf//v/0V9fT127txZk57IhcIb98wFG0pnZyfLKBgaGlIEpFIBLz5Cfnl5GbFYDG1tbTXN1IyKfxEU86GXmkpeAn6Ga/XBXo3xoV6ioOPwsvLrSf/dLNTnSFoifEqkusItj3pAoPosPC0tLUyIysiwCgaDphkrbrebxfRQhoIkSczbMjc3h7m5OYyOjmruS218uN1uy8YhudlHRkZ0lwL1DBT17JnPogHWzn1gYEAR88S3l/ahzqaphmoMLSusN6bJ7/djfn6+or+Wl5fR1tbGDIi5uTmmhMsH39psNrS1tWFqakoRo6SVLaNHLpfD2bNn0draCr/fjwMHDmimYBOtra0YHx83NJBlWUY0GsWXvvQluFwu9PX1oaenBzfeeOO6MrrOR4TxIbCEmReBf//YsWOK93w+HwYHBxWvlctlU3loI6zO7IHKQZRPg6S2AFBU8LSyT60+0fo8pZaqB2N6sFI9l80ORNXD6LvlZ698unItM331cfhskrq6OjidTiSTSc31eHJpawU38vubn59X9LPWYKw321RvW41nyuFw4MCBA4bbtLS0GKYU67F9+3a88sorptvV19fXFJ8A1KboybOegGC9tuhVuZ2dnVWIA66srMDv96O+vh5LS0sIhULwer2YmZlhqb3Ly8vI5XKWg+Z7e3vZeZDnrqenp+L8nE6nIhupr6+P/c1rwySTSdhsNpw8eZK1oVAo4MiRIzhy5AgOHDiAz3/+89V003mPMD4Em47P51uXC1dvn2ZU+wCkBw0tK6iNFH7wpG3UqqZax1RLwatRpy7Tw5cP3FPPhs3YjIA2XoiLNE9o+YteNzJIzNpE6dft7e3IZrMKF3cikUA4HDY0PqwG505OTloe0K1i5nFwOByWtWnUWP0urcRB6UFLarWivr7XY0Tr1XIhKAiULwxIdXe6u7sxOzvLPGzLy8uw2WzYtm0bFhYW4Ha70djYyNKM6Rrr7e3F6uoqqyej1vbw+/2aWUVaBhLdJ729vZifn0csFlPEGmn1TWNjo3nHXGAI40NgSqlUwhVXXIHV1VWUSiUmmU2qiPl8Hl6vF4FAgOl0UMaILMus/PlGYuVBXosr2SgThd8vGVNaCqAUQ0GDtFkbbDabpViOarw9gHGROn6QooHTqGgav62edLuRBorD4bC0tGSz2ZDJZDA1NcWuKYozMXOZawUBaw3cCwsLmsJYWm3ZKDo6OiwHytaK0+mseenEaqyTHlpLdFoY9anb7UYoFLLUT1rXWj6frxBjk2UZzc3NimU23uPq9Xrh8XgwMTGBjo4OzM/PaxpwFINiZPz29PQgm80ikUjA5XKxpaGWlha2jc1m04xzq6urMzjbCxNhfAhMKZfLGB8fx+TkJBwOBwuW5P8+ffo0gsEgqz5LPw6HA0NDQ4hEIpYEqnh4zQ5eqrpUKqG+vn7DZ/eFQoENYOsNZFWnklbjwjeDvA58yirfV3R8qzVrKD04k8nA4XCwQWwjdCsopTOdTpt6v2RZRi6Xw+TkJKtsu7KygkAggNXVVV1Brfr6ekiSBLfbXbGUp/ddnT17Fh6PZ9Oq5qqppn5QrdRarwaAIkvJCm1tbQpvD6X8Op1OBINByLLMCiTy34HL5VIsaRDkcczn8+jv7694n/6nZ4jb7UZ/fz/bt1b6NwWrGimU5vN5ZnCfPXsW0WhUs7BjOBw2Nc54NVYevl/5flGf2xsNYXwILEHr8+VyueoZUmNjo2GUeC1sllgP1SYxwixNtNoHiRUlStL/oGNrfQcOh6OquBUeekAWi0W43W5dQ4F/sFs5jt1uZwGfVlEfO5fL6Q6M4XAYxWJRN3VSr28TiQR27dqFY8eObYkBshW6DnwMTbVYkWun7agCrVpjBFjztqm/C7VHprm5GUePHq2pnXr09/cjn88rhMM8Hk9VBlmpVGLGrppQKIQTJ05sSFu1jOgXX3wRv/7rv15RCPNCprbQaMEbjvU8PM0G81pYzyzPCCsCWOrsBK22kVIrnXu5XIbX6zWd9VB6KxXyIo2QTCZjKN4ErD08M5nMugfTTCajaCd5ucgoIW+XOs5hIwZYrQEN0M9Cokqo1SLLMvbt24eurq6qP1sLtcZ7ANaN2Wq1U3iseD6i0ShaW1sxOTmJeDzOUubpJxqNwufzobGxEfX19airq0MkEtkSVU+tgNmNyt7p6ekxFEGk1G6rEyyt52EikcAXv/jFqg318xnh+RBYotYUvvV+div3SRSLRRa8pzWgmg2yFBdDeDweZjhks1k2ePODBVX4LBaLW7YUoIcsy0yxlOJR6G+92THNuj0eD/vbaiwLHXNlZUVzEJFlGbFYrELWHVj7rtra2hTb83E7pDrL74t+qHDgyMgIG6j4fYdCIQwNDbHXl5eXWdXZ9vZ2RQBuXV0d+vv7kc1mFfWLCoUCc7VTarV6OdHMYLBqUFDwrx4ulwvBYBA+n6+iaKLb7WbLJQAUZQn4/WezWbS0tKBQKCCdTrPlJIptUgdltrW1Ka4Bl8tlKVicx+v1Ynh4GPv370e5XMaOHTtgs9nw8ssvw2634+KLL8bhw4crsqTsdjuamprg9XpZTSr+O1Nva7fbsbS0BJfLhbq6OkUguMvlYuUc6H9gzWig4NVQKIRIJIJcLsf6xePxwOl0sniRtrY2XQPj9OnT+PSnP42//du/rbqPzkeE8SEwpdpMCzWb4aXYTOODHqQUW6GOAaFUU15NFNAvOKYW3srn84pZGR/EacRWrgtTm0nSnOJB9CCDhRRcC4UC3G635fNaXl5GMpnUjI0oFosV6dtGOBwOSwXTmpqa8NJLL5luR4PQDTfcgFgsBofDgSeffFJRQ4jPArLZbNi9ezeef/55dq1QeijFSTmdTjidTk25cvWxW1pamPdAa9mLfpNxUywWWdto+0KhgEQigYWFBZTLZVP3fktLi64YFxWCzOfz8Pl8WFhYgCyvFZFsb29nyyx2ux1jY2OIRqNoaWmBJElwOBxVqcwCa5Lxzz//PK688kqmpnvw4EFcdtllKJVKePbZZzW9HOVyGW63mwWJaun88L97e3sxPT1d4Ukj5da2tjZF/EhjYyMcDgczRLPZLFKpFDo6OnDq1Cl0dXWhXC7j5ZdfxuDgIHw+n66su8/nQy6Xw9TUFE6dOoXt27dX1UfnI8L4EFji9ej5oNmBViqslgvaahCpemZEA6vP52MDEZ+rr8ZIM2E9hpjD4TDMeFEv35Amh/o9gh889SADopY031KphFAoxPozl8spBkae5eVl0zgTq2y0Aih9/8lkEo8//rilz5TLZWZI6RUes0pDQ0NVacG9vb2mGjrriVui2bzD4VBkf+TzeU3BQF52XatCrxmUwv3UU08hFoth586dCAQCOH36dEV2Cw8ZwFZj1Kr1QNF5qTNgQqEQkskkDh06xF7jjefW1lbU1dXB5XIhmUwikUjgj//4j9Hf349EIlGzVsv5hjA+BJYwGwB+7/d+T3e2GY1GWR47RaqrI8DVWRvktk4kEpoPbz7dVQ+aTfDHsYrX61XM/nmDw2z93ug468l4oQwQK3i9XstLHkbGEr+PXC7H0oiNzkNt8JDBVi6XmdHIpxvabDZ0d3frBvRtpperGqqJvTgXx6VjB4NBFkDKD/y17lONw+FgheCqxSyTjGdwcFAznmdqagpNTU0IhUKGxgdQnXgaLyi2mUxNTbG/JUlCMBiEx+OBz+d7Qyy3EML4EGwI8XgcDz74oKVt3/e+9xlKqlPandPpRHd3Nw4fPlyxzWYPSFYGVz0onoBP/eNTCdUpntWoqlplMx6gFLMCgC0bZDKZiv6gY7vdbk2DNJvNKhQq0+m0bhptre08l9x6661VLRNtJLIs4+WXXwYADA8Pa26z3ntHLatfDVYMD5vNhl27diEcDiMUCimCnymlWpIkS0tm1ZyrmfGxGdcVFdmcmZmpUIG+0BHGh8ASZksWG6lgKssy83zoGQFWHirnahBSB2aSR8flcsHj8aBUKjHvCfWr2YxHL712I6jFqCkUCigUCppVfGs5ptHSRLWeBKvns9FFvZqamjA8PIwXXnjBMDtiqyiVSujs7ITNZkMymWRtsrL0Z9SH66kDY6T1c/HFFyOdTqNcLuPIkSPw+XyYn5/HRRddxLaZmJiwVJG21rYZ6fE4nU6EQiFWvJBidnh1Yvrd39/PCkFqaf7w930ymcSJEydw/fXXb8p5vV4RxofAEkaDvcvlqmkAWg9WZ1D8Eok66l7rIawXNKq1b71t9FzLFISnNtSqUf+0SrWGFz+bpYejOoZGry3Ux+Vy2fJ1QDE0y8vLpoNJNbNXm82GpqYmTaVdeo36f6P1WNxuN06cOLHhhketRvSrr77K/h4dHYXP58PExMS6jS4jJVXSozG6Dnp6ejQN6YmJCUXtG/KabeWym9F3XCwWdVPBtaDieEb09fXh+PHjOH78OAYHB3Httdda3v/5jjA+BJbYSONjI5YPrDyQ+Nm0Wl/D4XAYzrbN4jr4hy8N1JS5oH4wy7K8rrob/H42A0rRdLvdTE+kFqqVf4/H4zVpdBjhcrlw6tQpLC8vs1mp1o/T6VQUAdsIZmZmcOWVV6KrqwsOhwNPP/20pc91d3cr5LX5mBlZluHz+dDX11cRF1UqlTA7O2vJI3bo0CEMDAygt7cXNpttXQaSw+FgKqTUTmpPNptFXV2dYYDsiRMnNOukbAYbaWBuxv3HH++nP/0pdu/evSWCdK8HhPEhMIUGVqoVUigUFAOU1ZRKAIry9bIss7V+SZLYrIlH74av9gY1mrlrUa2BxAfKUpXafD7P9DHIOFvPrJP2xR+T/tbSwLAK1elZL3Rsq8ZLNpvdcI8PpUlTO4zaUu1SoVnfUkYGAFx33XWW91tfX284WGvFPBGjo6OWliFsNhtSqRT8fr9uYLjf70coFAJg/h0atYn2odeOWrxytVLNd1wsFg2vNZ/Ph+7u7oqllmw2q/kdyLJsGsfBT4omJyexf/9+XHzxxZbbfD4jjA+BKTabDTt27GA358DAAJu50MzMLLWP8Hq9igcC6Wjk83mmgWC1TdXCF1rjtTq0Bt71zHLo/CRJQqlUMh3YrR7LqDqu1+tVeHIoPZbPNOGXUtR6EWrDT09cjQxPLWOuUCiwY5EHiIwt3kCi7R0OB4LBoCLll2bQ1C46Fn13/Lq8lnFhJrT1emQrZrqjo6OYn5/H2bNn4ff70dDQwApEkjHidDpx5swZU8NjPe2tpcZRNpvFlVdeyY7NBzSbTXqqiZPKZDLYvn07SqUSFhcXKwyK1dVVzewa3gvEY7fbTQOP1d63b33rW/j85z+vKfF+oSGMD4EpdrsdP//5z1lqHb+WDKzNCKzmpvPLEjabzdRV39DQgFgspnA5l0olSJJU8VkarPQGe8qukCRJ8dDi1RzVv2uFaqSoH35aA+NmZLvQ9mZBdNWk5AJr31+twcXpdLoiPdPr9erqtNBvm81mKbMBWJu9W+2nRCKBSy+9lC3hkcKlngjWZkn614rNZr2WSzabRSQSwdLSElKplML7QUag3+9XxFxsBrUYLnpell27dmHv3r2Gn63Gi7C0tISlpSUA1j1KwNp91tDQUPHs8Hg8hlVw9dpwzz334EMf+pBuVeoLBWF8CNZNNal31Q6gvMIoPbgcDgdTOlTj8XiYR4OPrOcHDnVb1fEbsixDkiTLmhpbRa0zeqMHfrVG1mal8Brtu9qAU6ttpJRUwuVyGSpLbrR42Xqp5lxPnDiB0dFRzfd4WfSuri6k02ksLi5uWBVmnq3Q0aiFtrY2RZyX2+1GQ0MD+9/ouz9x4gQkSaqQTQ+FQiwbrJpz3rdvHz796U/jox/96AXtARHGh8ASRjePUfS7mlQqhUQige7ubkOtj1pRz+JJaIz3QBSLRVawTYuNekBu9EN2o40PXotkK9iK5YX1LLuYGTmvt0DAajwfJO5nxMrKClZWVmCz2dDc3KwQw6oGszTdjTBqRkZGLHkG/H4/tm/fXrHsVy6XEQqFkM/nkcvl4HK58NxzzxnuKxaL6b7X2NhYYXzQ/+FwGKlUSvEMCgQCyGazusJ6J0+exD333IOPfOQjpud4viKMD4ElNsr4KJfLeOCBB/Dud797wx5ERqTTaWaAbJQxQA9yvbgI+s0H6RJ2u10xCPAaIPz/vDfASrtrOTcSQyNjS0uZVKvWSq14PB64XC42EFjNeKjm3NaTlinLMlpaWliBNfX36/V6dVMhnU4nG1xoSfCqq65SfJ/qwGT68fv9iEajipgXSg+m19S/+TZb6RO/32/5XlMfQ42ZEWb0vsPhWPc9Pzw8DLfbjccee8x027Nnz1oSfGtvb19Xm4wMoWQyid7eXsVydT6fN13u3LdvH1599VUMDAysq22vV4TxIbCE0UPOSjluNdPT05teHI7anE6nmSw4YTY7A5TZJfxvK0Gk/DIPGRyyLFdojVBb9OIJqGIm3wYtUSM9PB6P5rmq417MzmEjoCwBoPpMk2qo1ch0OBw4ceJEVXVUiDe96U148sknAQC7d++G2+3GM888oznQUj+Q1szExAQKhQIzWPlKqg6HA9u3b8fU1BRL5ea3CQaD7IeKlvFLlKVSCblcDtlstiqNCqP72YoHiKoBA8qsI6/Xi5MnT1puhxqKObIaA7SRS2VG19X4+DicTqfiunY4HIjFYkgmk5iensb27dtZYL4sy0ywLBAIIJlManpc9+7dK4wPwRsbM+Oj2lRNSkXdLNQ3spUHJj9Q6w3MWt4MHofDUXFu5XKZ7c/tdrMHVKFQgMfjMZwJ8oGBRsGwerokdrtdMzbG6XQqJM7VUDDv6y3uxYz1GExGS3HV8PTTT+OGG27AVVddhWeeeabifRqMrR6rq6sLk5OThtvs2rXLtFosVcYFzOO01uOdMErD7ejoWNe+qTKwVTbSs0oKxeSBIgOwvb0dp0+fRkdHBxYWFrC6uoq2tjZ4vV62tNnU1AQAmlmBLS0tuktcS0tL+J3f+Z0NV+N9PXDhnZFgy3G73RXrnRuBmcFAmiFahpEVHQ/ybDgcDpaaajbYalVk5TEyxCRJqsh+sRpHYMXVrZU5pPU5mj0apSGSNgnJwW+WtLsVqvFkOBwOXH755YqMKvptth9SKK0FdT8/8sgjGB0dxXXXXYfnnnuuqoyizSIcDsPlcrGKu9FolHlTisUiVldXkc1mNzX2ZT1LrR6PB729vdi3b5/lz/h8PjQ2NiIQCGBsbKym4xLFYlHzeywWi0gmk0gmkwgGg+jt7YXP50M2m0W5XEYkEsHKygo8Hg+GhoZw9OhRxeeN+jOXy2360vS5QhgfAkv4/X4A0By0qon54D9j5vngBcnU6K1L+3w+pNNpU1ExWlcH1s7N4/FYHmAdDgdzbau1N8weJF6vt0KkjT5HLnXan9X90rZ6hpO6kJ0kSSiXyygUCiwehrw+siwjl8uhWCxClmXmNaFKxOciU6Ga5blisYhnnnmmJo9NY2MjWwrbCA4dOgS73Y7rrrsO/+///b8N22+trKysYHx8nP3Pq8tu374dS0tLcDgcCIVCrKijVlC43W7Htm3bYLPZqjbWqgmSVeP1enHmzJmqPKarq6uYnZ1lzy+jfff09OguZ/KCiGbHW11dhcfjQWdnJ9LpNEqlEqLRKIC1yUt3dzeKxSLTDDG6t3t6ekwDhc9XhPEhsEQqlWIDGK1H04/H48GuXbvY4EkDM91UXq9XkfoqyzKCwSArIU3pZBRsx68R00DPB9xZDcKshmoGK94Ao/O32iZ14CtvKPFBiyTaZQR5Okj7RA8yMtLptEL0i09XpuUdSZLYspLT6WTZI/Tdqeui8MGpas5Fdsh64og2o0bRwYMHsbq6it7eXpw6darqz3d0dCiWS/Sw0tdWrs9SqYTl5WUsLy9j+/btaG9vV9xzwWAQuVwOhw4dUhR8s8p6rgmXy1W1h1UdRE20tbWxuJtCoYDTp0+bGhdG2S5qstksFhcX4XK5WLYdCbslk0nmxZFl2XD5Ta8y8YWAMD4EllDPVqiqKbC2jmkUUc4roqq5+eabDeWY9W5MvQdpLpdjwZ08+XyezSDUAwwNxFZd43xf8P0ArA1+tC6sZSwZiYzx71G5ekLroc0f22h2RF4Rcq+7XC5ks1nN2BWbzWbYD263u8JQU2uq0H7sdjtTPaXX1IapFWRZRkdHhyIrRx3PQ//7/X7F7L4a+OBePcLhMMscIa8Xr+SqxfLyMtra2mpqUzgcxosvvmi6nd1uR0dHB/uf7yc++LQakskkjh49qhBh4ycGWtcybavn3ViP8UHeN6uoj9XV1cVey2QyLI7G4/GgubnZ1PjQOydJktDb2wtAWWqB/qb4mkwmwyYubW1tmJ2dRUNDAzPyJUnC2bNnEY1G2fLN2972Nsvne74hjA/BujFzVRu5WWt1c+sZH/xyCg+lNWqVrk+n01XNmJ1OJ1wuFzKZTMUDrhojRo3WUpGRZ6Ea7w9JvVOciyRJNXsJzJa0CPVgpX6vmuNZXa9vaWmp2SsmSZJpEOjQ0BAOHDhQYUipBy7yGJFAXi1ZF7t374YkSZayQ0qlkuF2DocD3d3dVR2/VCqhqamJqZ7q3cfkHaEssHA4rPl99fb2mi5/GEFp2lbhl3hkWdb1PGWzWUseL71jp9PpCtVnnu7ubkxPT6NYLCIYDKK+vh4HDhxAf38/7HY7pqenmajbJz7xiQs2u0WNMD4EljALsjTC6IG+1VHcG7Fck8/nUS6XIUkSW4qwsuxSzayvUCggEAhAlmWkUimWnVIul9nAzXtGjI7t9XrZzAtYi4upVb+jmv4z2tZsPy6XCz6fj/WtVdYjEKclh8+ze/dunDhxQrPv1Nf4bbfdhoWFBZYVceDAAUttcLlcuOGGG5ir3kw+nCiXyxgcHNT1QJoFesrymkT4wsICe21iYgJ9fX26kuu0P5fLpQii9Pv9aGxsZMGsdG+cOXMGfr9fkYZLyx5a8PcL7au3t9fQq6KOSzLLEiKy2WxFqqwaOi/e6HQ6nZYmG9u2bWOy9i6XCw0NDZifn0dHRweamprQ3NyMd77znbp1Yi5EhPEhsITRA93I5U83Gh/LQT9Uo2Wj21ML1aT+0rG14kTM2mWU4qj+LD2UKaZEK2VWD4qz4UudE+vVcLCK0b5kWVbEMtCAQg/1bDbLdCs2S15djdFACKzNcK3WPjlx4gSCwSCcTid8Ph8ikYil4os+nw/j4+NVq/8eOHBAVz4dWOtDo4H10KFDiMViLOiS+lHv3rbb7SxIU309JRIJ3XOVJElhILW1tVk61/b2dtOYmXA4XHNtmqWlJbS3t+PMmTO626TTaUW9l2AwiEQiYerVWllZwdLSErxeL8LhMPOUhUIhyPKawKDX631DGR6AMD4EG4BR3n04HDacfZgVljPC7XbD6XRWDDb8w1MLn89X8R4FywJKI0AvXsMs5RZ4LQuI/3w+n4fL5WLZPhQbYfQAU8dT6G0DvLa8whsqWktNtbKRRh8ZFxvJeopxeTweRCIRFItFhYHM/7bKkSNH2N8NDQ2GcU3qNuh5pa655hoWv7N///6K942uEYq/MWJubq6iENrOnTt19zc+Pq7wlBBG10i1xi0tozmdTrS2trKlFDKss9ksC0Jdb0qqWdC51nOmvr4e8/PzlvdfKBQwNzeHwcFBHDp0iHlObrnllprbfb4ijA+BJWp9oJjNWmvN+6eZvF6KrJEL3WjZgRcBM4Ly+AGllkQul1MokPJBchQISz8ulwt2ux3ZbBYej0ehAErwabdGomCUeUTaAkasx4DYqGWXzaJUKuGyyy5TGI28t212dlZ3Vh6Px7G6ugq73Q6n08mMW1IaNcq0MLoHyuUyhoeHWcyFkZw9FUX0er0Kj4Df78fKygr27duH+vp67N69G4VCAS+99BIuuugiLC4umt6HtQioLSws6GpTNDY2wu/3KzK0yFDQC7BVL9FOTU2hoaEBfr8f8XhcEZguSZJprE9bWxtWV1dNlz3NjJ66urqqvSaJRAKBQADbtm0DoAzy5b00JAAoyzIKhQKam5tx6NAhuN1uOBwOLC4u4oknnsC1115rKbPpQkEYHwJLqG/suro6tLS0AFh7MA4MDLBtaJYlyzL8fj8WFxd190sPXN5TwQeJ0Q1Ng7DVAc3oYbNZKaB8pDtBuh60PkzQLIuvd6KXCZNMJjUNE55MJsMqAKtRDzrq5SX6DgqFgunSE0Xm85/lf/Ovy7LM0qjV3qRCoQC/32+aXUIYGV48LpcLL730kmKZiYxBu92OG2+8kWX98HVUyuUyM970aG1ttdRWLY4dO1ZVFs7NN9+MQCCAV155BS6XC5dccgkefvhhAGtLBI888gg6Oztx+eWXI51Oo6enB8BaRke5XMbU1JTCm1ZNwT273c6WcPRSQQuFAg4fPoyurq4KAyEajVbc83Rd1tfXo7W1lV3vMzMziMfjcLlcmkG7ZkxOTrLyDusxdqutPEuQuBhPX1+f4n/yPMqyjFgshoWFBRSLRQwMDCAej6Ovrw+nT5/GF7/4Rdx1113M6L3QufDPULDh9Pf3Y2lpickoX3TRRThx4gRsNhtGRkZw4sQJ9rAxSzE0q5Pi8/kU7/OD3XoEi/SwaphQSq1ZaiqfEUMZNwBYtgkNisDaA5oP0CPC4TBbsjFyDZs9PL1eL9MP0Xq40axbb19kCFYTe2KEz+ezZHyUy2W0tLRY0sk4efIk2tvbFeJXdI2USiU888wz8Hg8TAbf4XDA4XDA6XQiEokY7luWZeb6V9fX0ZO3B9a8dL29vejs7MT09LSl7JUHHngAt912G9rb2zE+Po6HH3644jsZHx/XNGhCoRC6u7uxsrLCBmWqosqfC3kcXC4XW647duwYgsEg5ubmLC0naF0namOFv0eXlpawtLQEYE3DJBQKoVQqaUrbW70XaXnTaOlyZmaGGY+Li4sV95H6sx0dHSiVSmzi43A4LBvK6j7hl6bouvR6vXC5XAiHwygUCsxgufvuu3HmzBm85z3vwa/92q9ZOt75ijA+BFXR0dGBubk5zSJVsizj0KFDGBoaYg9Ys9lLrV4IGqA3eoZgtT2yLJuuEZP7nh6qxWIRXq+XSblnMhlIksSE1Gi/tHwDvKarkc1mWawItVPL60CxK7yXwOl0shov9GAslUqaM1ozD8NGFgOsZqZZTel4o+WFeDyuW2DNKF7EZrMpFEHVkIKlFul0mimcXnPNNbrbqXnuueeQyWQsD3pES0sL0uk0y4ySJAmhUAh1dXWYn59HLBZDLpfDyZMn2XU2MDCAdDqN0dFR2O12w8BLHq3rgf9eeSE7NYuLi4jFYpiensbs7CzzYFiJp+LJ5XKIRqOGy2KZTIZd1x0dHSgUCop6KtlsFk1NTchmsyxVWG2QNDQ0GLYjFAqhoaEBdrsdg4ODAF67T1taWpjgGLBmOBrJxJNuyIWMMD4Elmhra4PNZrPkOj558iRaW1sxPT2NSCSCTCZTs0vU7HN675tlWmwF5NbnIbEzmj3n8/mKgFBZlpkXgs9UIYPLaHCl4wUCAWQyGXi9XibxvBFQu/klMb0lI6tBslaIRCJsaUG9j+XlZWZQrKd2iJFhZSUo2ArVnLNWMKcVyPjM5/NoaWnB8vIyjhw5gnK5jHA4rDnoybKMeDyOgwcPwufzWS7eptVnfP8bpeHX1dUZFsOz+j2Wy2XMz89bliGfmJjQvJb8fr9ufR+n04lEIgGv14u2tjZks1lkMhmEw2Fks1kkk0kEAgHN82lqamJetVOnTiGfz2NoaAhjY2OaXlOPx2OYuXShIIwPgSXcbreuu1grRZRmTqurq5AkCbFYDHNzc8hmsxgeHsbY2Bi2b99uelyzh/W5WnYBXvPq8HEe5H4nN7B6eahUKrG0XvKKlEolRaYNDfAkUEWGCAWn6sH3VTKZhCRJuqqN6zEGjYwftYIpncN627CwsKBb+bOtrY0ZH7UKetFn9dgI48NKxslG4Ha7EY1G4fF4kEqlFMGiehlGfPuryRjSW54jPB6PrqepVq0ZAArBNLpnqFaKFl1dXSzjSJZlTeNqZWVFNyuJlnZ8Pp8iVZjPDlpaWlJcQ1QfJ5vNsuwnv9+PfD6Po0ePIhQKobW1FdlsFul0mgXbZrNZnD59WtNAupAQxofAEkaR4JSjrpYTLxaL8Pv9OHPmDOLxOLq7uzE7Owu3242WlhbDQFSiVs/HZkOF2YDX4j+obgtvIGgFgVLsB8UakHuc9yKQsUHblstl0yUmPZ0QK9uavc5jxaNB7TfCqpFgZlBIkoTm5mbWj/X19YhEIrDb7VhdXbWsmbGerC0r/UbLCpvNyy+/zLK2Lr74YkufURuuPT09yOVypgHIWoao1QlBIpFAW1ubbio+fR8dHR0sHooM24mJiYplTy3PR3t7O+rq6gAAL7zwAnu9p6cH27dvZxMDj8eD48eP66alU4yMWfYNn8UUDocNlU8TiQRbKmpubkY2m2X3zpNPPimMD4EAgGHdg1QqhUwmg1KphLm5OebRmJmZUTycTp8+jd7eXjidTsRiMZYJQmmNwGsDF8VFmEEpqmpsNptCz4PPpiFjgeAfvHa7vaI2DB+Eyf8Q5XK5Yl2b2k5l6dXZFxToyHtN6MHFr3nzga1AdSW2N2PpaSMzhTYq5iMej+sOCpdeeumGGB9myxBWjY+t8HwAr2U0ORwOjIyMsOBwK9jtduzfvx/btm1jcUZ2u12zH7WMqWg0inQ6jaWlJcPvrVgsGi6VUKDu2bNnTYOc7XY7BgYGWJYdeQ+9Xi+efvrpiu3V14vT6cSVV15ZoXNi9Bk1dP1Q3JRWwK7edTIzM4P+/n7mVfnlL3+JPXv2KOr1XGgI40Ngia6uLjYLl2UZTU1NWF1dhc1mQyAQYA+RhoYGtl0qlap4oMuyjEQiAY/Hg0AgwAIh1Q8XSZIszRStuG69Xm9NJdarLWRlFYqeB16rXsuLnJGLn2Z6VAwOgGZWBT3QeAORDDq9h7aemNVGepL45Ret41SzZLZVqqybdYyBgQF0dnZW6GVsNs899xyGhoYwOjqKQqGAlZUVwwGW5+TJk+ju7sbCwgIkSUJfXx+Lh2hsbGRaN83NzXA6nWzZ4+zZsyzLzcxjNDExgc7OTs1YskKhgImJCbS3tyuqKdO1w4uNud1ujI2N1RwnQwXf9L6fag1l9bXt8/lQX19v6O3l40XK5TK++c1v4lOf+pTl455vCONDYInTp0+zG9DpdCIajWJychIDAwPIZDLMU5HL5RAKhTA3N4dAIACXy4VgMAi73Y7u7m62vECpa06nkxWb0srgIH0Lek+tV7BRaZ9arGcgViusUnwHLc8AYGqntMbOZ6JQMKrD4WAaCJIkWc58MMsYoEwbagsFptL/Pp+PqWmqz8sqNChoQctyVkSVKPDW6H09HA4HOwZlDdXCepddGhoa8MQTT9R07PVCA6rX60VDQ4OmxP/JkyeZzDcf80HejmQyiWw2yzLZPB6PwpvicDjQ1tbGhNw8Hg86OjrgcrkMl2xtNhvm5uYq6srwnD171rTibDAYrElEjafaLBst2tvbkcvl0NnZybwYdXV1aGxsxMTEBOx2O0KhEFtKzGaziMVimvFMx44dw/Hjxy9Y2XVhfAgsQcJMADA4OMgeaIcPH0ZHRwfq6+tx7NgxuN1uBAIBFAoFDAwMYHZ2lg2Yk5OT8Pv9aGtrY4JO1bqh/X4/GxCtpn2uJ523VtTGB82EstksvF6vIqAUWDMGfD4fM7AAMP0DKwaW+hyp5LsVKAWQX06ihz3pQ/DZLVYxSkeWZRkrKyuWgw6NBh+jNi0tLTGRt3A4jO7ubuZR8ng8TOKeUp87Ozs1jWCqUaR3LkZenJ07d7K4AyP6+vpgt9sN4wSAtcq6JMtN91ChUEAymdSM0QgGg1hdXUUul4PD4UB/f7/mDJ/2o3cuqVQKL730Ei677LKKa6tUKmF8fBwul4ul41O9FCOtHxIYCwQCFWUP6G8rxeEcDse6AljXS39/PyRJwszMDHK5HI4fP87Ew6LRqGZ/+3w++P1+RCIRprfyyiuvKLb5+te/jk9/+tOGOjLnK8L4EFiCfyBpPewTiQQGBgawsrLCDIpSqaSYqdPMampqCo2NjVhdXa26HfzDST3AbzRG+7a6xg8oS3sDYBVmSfRLlmWFyinNikh4ycrSj9Z3QoF0erN93pOlZyTQoG+321mV2Y3CquG5Hs9HuVxm12AymVRIqzc2Nhpqd/DU1dUZ1qLRq4ECrKl6Pvjgg5qvNzU1sfa73W6Uy2UMDAxUGCDBYBADAwPMW/T444/D7XbD7XbD4/HA4/Fgx44dePzxx9n+Ojo60N3dzWTAn376aZw+fdo0jdPsup+ZmdHNPCoUCgoxOFmWDWMl+vr6kM1mdavxAtaUTiVJ0s2qqYbOzk4kEglF1hbFj1C6rM1mQ29vLwsWjUajePLJJ9HZ2anw8hw/fhxtbW3IZDKKJatIJIJwOIxSqcQColOpFEKhEIaHhxV1gc6ePYuvfOUr+OAHP7iuOlivR4TxIbAEP7jR352dnXC5XAiFQjh27BjC4TACgQD8fj8aGhpQKBTQ3d2N06dPs4HU4/HA6/UikUhUXQQsGAxqqp1agVcR5V9Txz5Ynd2bGR+8UJh6f/w5UDouZb/Q7JSC/KrJCFFjVu6bD8Y1o1wuI5lMWtZSMGMj1Wk3Q9dDzUZkXTkcDgwNDTH3fl1dHR566KGK7Xbs2FHx2uDgIJ566imWHVUulysMRkmSsGPHDkiSBEmSkM/n8eCDD8LhcODGG29k2603fsXr9aK9vV3xmpaXj4zq1tZWXWMlHo+bGoBut5tlfhUKBRSLxYpzIMNtvdjtdktxIx0dHXjxxRcBANdddx0ymQwWFhYqjAfy2oTDYfj9fgQCAdTV1Sm2IRKJBJqamipef/HFF/GXf/mX+LM/+zMMDAzUemqvO4TxIbCM0+mE0+nE8vIyenp6kEqlUF9fj4WFBezYsQNLS0uYmprC4OAgUqkUFhYWWD5+qVSC3++HLMtsNk2Km1Yehn6/v8KtavUhyqdq+v1+NuBTnAqvQmp1n3zaH0+5XGa1anjlUjK01J+heBZyq3o8HkVGjcPhYJ+lTBygMvOGl/u2alSQhkg1g9G5ynYxotZBp9olpFrf93g8GBwcxNTUFI4cOWLq8dNqF71m5HlSD2g0CaCU0t27dzOjmOS8g8FgheiYWUp3Mpmsqk6N1+tFLBZjn+WXEa140uLxeIURbrfbEYvFmKeBPIe1ekOvvfZanDx50rK4GrFjxw4cOnQIwGuy7VqF+OLxONxud4X3TY1e25eWlvDVr34V//iP/7ihKsPnEmF8CCxBM49SqcQCTQOBAJOrrqurgyRJLM2Oj82gWe7Y2JjCPe33+9lgrHXTORwO5urXWhaw2WyKtFitVFj1fsnDAIAFcGq1wWxgolmYHjRbo/3yGh56VXhtNhvy+TzLzqFib/TgdTgchp4M9SDMB9CR65gk37PZrCId0yobucxldV9m38VWGB/reeDPz8+jWCyit7cXL7/8sun2DocDDQ0NWFxcNDQk3/zmN2N1dZV9f3y2VDAYxMrKCmZmZvDyyy/rDnhkmFRz7VdzDXg8HkQiERa4Ojg4qDA+rOxL6/stlUqIx+MIBAJobGxEKpVCZ2cnaz8Z/nQP1tXVaabcEsvLy5iYmFCIl+kxOjrK7sNwOKyI00gmk7oGld/vN5SAB/T7g77jRCJhWoPofEEYH4KaGBsbw/DwMIrFIlpaWhAIBJBMJuHxeLC8vIx0Os0C6LSCyABoVjzlcTqdhkFkNFgbQVkcBG/E0BoqeQ7U7SCDQKsiqJUZGwUx8v/rrdvyBgAJiuXzectLU1oDBn9Oaj0RtSdGT1xJbTyRQivfVi3ouOpYIb4fyctD2/M/VBDN6pLQuUbvGm5tbWWZIVS3hPe0afHyyy+jpaVFsSSo1Q+yLOPxxx/X3MfAwACSyaSl4nDq72UjZ9ZNTU2KFFK6B2RZZsG+1bSNh+7rXC6HxsZGw4J9V1xxhaX2Gg3+u3btgsvlgsvlYobMvn37MDg4qPA6aZ2T1+tFS0sL00NSawURy8vLGBoaAvDahC+RSGB6eho+n6/C8Hj55Zdx8uRJ1NfXs9Tn6667ztK5nmuqMj7uuece3HPPPcyKHR0dxSc+8QnceuuthnKwP/zhD/Gbv/mb626s4NzR09PDsjMoVQxYm4GQjDfN2AKBAMrlMnw+HyRJwkUXXQRg7camAlfAmueBBg51cBcvHqYeoOhvKw9Jp9NZMbBms1mUy2Vks1kWkEmDPUHLMgAU6bGEUc0Kl8sFh8NRMSjygylfg4QGI3qwAa8ZN3xtF94dzhfhovZaxWazKQKBjUrbO51O08BQvff9fj+TjFbDp/lqsbKygvHxcTaDDYfDTAslHA5jdnaW/S/LMrq6umCz2Vh2EPVHoVBAV1cXO2/+x+l0MmVedUEz9bVGQZ1qnQmivr4eu3fvxvHjxzE3Nwe/34/h4WFMT09jYmKiIlh1YGBAs4YIHY8XwiN1z2rQqhKr188jIyPsuMDa/cFLkav7RJIkNDU1sbgTs9k8b0DwyxFdXV2mkwdZXtMUymQyusfJ5XI163sQfr8f27ZtqzD2fT4f3G43du3ahZdffrnCmEsmk4hGoyy2zeFwaMawSJLElmcAZcYgz9LSEtLpNDo7O3HixAmFp/Oyyy6r2D6RSOD/eRn5pwAASxFJREFU/J//w67F5uZmDA8Po7GxsboOOAdUZXy0t7fj85//PPr7+yHLMr773e/izjvvxL59+zA0NFTR6f/6r/+KL3zhC7j11ls3tNGCrefUqVPsYUYPK7vdjqNHj8LlcsHn82F4eBiJRILVddm1a1dFBLo6ZVIrrVCSJLzpTW8ybZMV46NYLFYsVbhcLjbQZLNZSJLE4ln4AaVWTQgaALWCM1OpFPx+P4s3oeBSekDT0gif9cIvC1E6Yjab1TRwaNBxuVyK/uENMN6wov/12MgYj2r2S7NDrQHU7/frzugjkYil1Mzm5mbIsqw5UAQCAWYs9Pf3mypbAmuaDAsLC2hvb8fll1+OyclJ7N27l2WvqDl16hT6+/tx9uxZxfckyzJ27NiB2dlZ1NXVsetBa9nEqA+pFokZZ8+eVdREue666zSDIfWgbBo9zpw5g9bWVs3vZHx8HL29vUx4i67z9vZ2RUyJ0+k0TLVubGyE2+2uiKXxeDwsgLNcLuOKK65Q9AnffxMTExgbG0M0GlVkG1188cXYt28fHn/8cV0j+6mnnsLNN98Ml8sFm83G+q+/v59NpgBlXZ10Oo3h4WFN7wcFmpMcAfHkk09i9+7daGlpYa9dc801kCQJ+/btw4MPPoiZmRk8/vjjeMc73lG1wbrVVGV83HHHHYr/P/OZz+Cee+7Bs88+i9HRUTQ3Nyvev++++/Cud72LudcF5y/8TULiQs3Nzbj44osxOTnJ4jL4Uty1usPNAt6qQevmttnWVFlpYKe4CofDoTkTqzbOgU9h1XpgpVIpeDwepgTLp9nmcjl4PB7FsojT6YQsy1haWlLshyTagbW+Jr0OircpFAps9kzBvUBl4TCj8ztXxofRrN2ovVYM0tbWVsMiZHzbrH73qVQKhUIBY2NjlowVip/SCj4lzYz1YLa0s1GsZ1mMPEjqe07dbjOZdkmSNPvc7XazJZ/jx4+jo6PDtF8XFxcV3wkte5hBXozx8XEmKvbqq69CluWK+jWyLGNiYgKBQMBw36QiTUxPT+Ov/uqvcOWVV+Kaa67BJZdcAofDgSuuuAKXX345tm/fjn/8x3/E97//fczPz+Pmm29Gb2+vadvPFTU/5UulEn70ox8hlUrh6quvrnj/xRdfxP79+/HP//zPhvvJ5XIK96uVL1qw9YyMjLAHABWtKpfLOHDgALPutQIea8GqxV7rwEjKoep4kmqMHiuDkpHnhOI58vk8MpkMmzWpZzuA/hJFPp/X7GNKRwS05ec3Mrul1gDUc2l8mOkl8Psg75SZF6EWHRKtPnjLW95iaBhZJR6P49prr2UFEPViQ9aL0ffodrvR3NxsmEqr1TdLS0vo6OjAxMQEgLW0VnWgNsUFkZaNGkmSEAgEalqOIe2UYrFoOf7lzJkzePOb34yTJ09iaWlJMVHweDzo6+uDw+HA8ePHUSqVWAaQ0Xin1beFQgHPPvssisUi9u/fj+uvv555WEZGRuDz+VAulxGPx/FP//RP+PjHP/66XYKp2vg4ePAgrr76amSzWQQCAdx3333MDc/zrW99C8PDw7jmmmsM9/e5z33ugtavv1A4cuQIGxBGR0cVLn96EKgxKqduxEYql1YzONLgb0X8Sq0rwK+L0354g0wrmJU/jp6hRhogegGHanw+H1u22YgiZufK+DCLBah1v3pLOeptiOPHj2NoaEg3PmOjSafTlgvhGXHixAnW5ltuuWXd+9NjZWUFXV1dCo8nQTN3o5IAWtcPVXvt6+vD+Pg4JiYm4PP5dLVC1BkqHo8Hra2tFTEVVp9FLS0tmJubg8fjwf79+y19BgD27t2LN73pTXjyyScVr584cQI+nw89PT2IRCJseamWelOXX345vF4vnnrqKeRyObzwwgv4wAc+gB07duCFF15AIpHAyMgISqUShoaGMD4+fuEYH4ODg9i/fz/i8Tjuvfde/O7v/i4ef/xxhQGSyWTw/e9/H3/zN39jur+77roLf/EXf8H+TyQSF3Qlv/MVfnCkwKm2tjZs27aNRZlvVBomH0hotk9eRZR+839TBVl+G0B7cEun0/D5fBWDttZDK5fLaRpcevVX1EGrNADyKcmUAku6H/l8Hna7HYVCQbdyL/UPpfbyng6jQFIeqv5J8IaUw+FQxK6oU5kB/ZoY67kerNawUWPmNevr62OueJL1Jk8RLb9t5LLfZmJ1MK3GA1ntd7a0tARJklhQL982K0Xs9I7X2NiIcrmMlpYWzMzMoL6+Hk6nExMTExWfoVgoChxuaGjQDOa0OqlxuVyGBeD0yOVyFd8JxY+k02n23BwaGqoqroanUCjgmWeeYf/Pzs7ic5/7HLZv346DBw8CWDOeSFyOX3YpFAo4dOgQXC6XqcrtVlD1XeZ2u5lAzaWXXornn38eX/7yl/H1r3+dbXPvvfcinU7jfe97n+n+SI1P8PpG6wE2OTmJeDzOspx8Ph86OzvZ4OT1elEqlVAoFFjcAj9gk84HoHSjqqvZUrCk1hKC2QyZ9zDQMocRfLYNDUYbYVTpDRQU08EvlfAxI3oqqWq00pKLxSICgUCF5ol6yalcLuvWjyHNEYqPUfeFuhYI6SpQYTzeEKTfpPvCnxNvNAJrhdgoAJcPuKW/+cw63iAyU2Dl1/xbW1s1PRpWq75axcirZXVbLTZSc2U9+0ylUvB6vYaprnqoz5dq6xQKBSa53tTUxP5uaGioCDY+c+YMu1YkSVLIu1fLJZdcgq6uLqb7US35fF5R0mBychIul6sqT57NZsPg4CC7ViVJQn19PQDt5b1CocCE4txuNzOcSqUSvvOd72BmZgaTk5N46aWXWDv+8A//ELfffnvV57eRrNvE15L5/da3voVf+7Vfe926ewTVoxXTAaxlr9AsY9euXQr368TEBC677DKWeutwOLC8vMyC4WKxmObSAN1oBKVOulwu5h2w+pCsJViUbnCjZQu9/ZbLZXi93gpDQG97q8sjpMXBD8JmlT5pJqZuizr12CzglPrD7XYzw1CvCBn9TwG8ejotfEaJFuPj47rtampq0h3ojIqYUbsIPS+J+rhUiZQ+QwYOr3KrHhAdDoeiSN22bdtgt9sVmhebYTxoYVWiH6itTYlEouaibj6fD+3t7ayfzpw5U7EsxtdLCQaDmplO9fX1mJ+fN7yXrHiK3G437r//frzlLW/B7bffjueffx4vvfQS3G43fuM3fgNPP/20YUDxvn37cNFFF+GFF14AsBb3pe5/WobRM/gdDoeiYvCVV16JX/3qVwBgGg+Uz+cRjUbZ/6lUCj/+8Y8rtnvsscfOL+Pjrrvuwq233orOzk6srq7i+9//Ph577DE88MADbJsTJ07giSeewM9//vMNb6zg9Y3Wg+uFF17AwMAA4vE47HY7Ojo6cObMGc3KmISWe5REiUg/RG87fh9er9dySqn6HPhzsfJApqBEGpT545HBQIGjVFDOKPaAvEUkf57JZNi50EzK7/crPkP9otYT0aIWb6M6ODwYDNbkngbWF0tSa3aOOt7D6rJFqVTS1Ssh1FkFslxZUC0cDpseKxAIYPv27RXVTbWwaihEIhFcfvnlzID/1a9+pXvteTwe5lUyEvhSH9/hcNQUF5NIJKryMOgtiVlZUrHyfdtsa8KFv/jFL+DxeHDJJZfgzjvvxNLSEn7yk5/gxhtvRFtbG44cOYJ4PK5Z3TeVSuH666/H448/jlKphLa2NoXRQGq3esX0+H4dHBxEqVQynWgAa31wySWXKAxcPUju/lxSlfExNzeH973vfZienkY4HMaOHTvwwAMP4KabbmLbfPvb30Z7ezve+ta3bnhjBeeOjo4OhRATL7REf+s9qE6dOoWGhgaUy2XmGTGK5zB6kBSLRXYjhsNhNpDrfZ6PhCfNBDq++uFKrluKn6AUWF57Q8s4AfQVKOl3LpeDz+eDw+FgKbaAvlgZvw25oQkqEU+zTY/Ho1svRE+5lDfK1EaMVcziMmqd2ZvFbRgtTZhpltTSJiufsRIkqj4vrf0+/PDDuPbaay23zQpHjx5l8QZdXV3YuXMnK4pGeiDUlnK5XNPyic/nY88IrbggOhaPLMssOJS/V+hv3njnheD8fj+KxSLy+TxkWUZ3d7elDCGt62r37t1YWVlhnhc+JTabzSriKwDgpz/9Kdra2liMSyqVgiRJLE6NfiRJYsHrwWCw4rinTp1CZ2dnReovZcD4fD7k83mcOHGCed3MuPHGG/HQQw9ZSrG+6qqrLO1zM6nK+PjWt75lus1nP/tZfPazn625QYLXJ2fOnFG4D3fu3FkR1GVkTGgFienBr/PrpZ8C+rEKgUCg4nWfz1cxe/D5fBXuYopx4Gf4WhkSFKDJPyDNbvp8Po9isVh1QKOWkcQrwJp91uy1Wj0JZjPJzaq5sh79mFqzaMzgvU16bLTok1XPDX9dLi0toa+vD9u3b8fs7CyGhoYwNzfHUr3379+viFmwSjqdxvj4OFM7ttp+rSUhrfRcn89XkZZqs9kwMDCAs2fP1iwISHIB1UCxbm63Wzc+iDxIpGNC3qTx8XGFcODIyAhyuRwymQwKhQL8fj9mZmYU8V5W4ePGjLDb7ZpqqVvN+RHWLTjnWJn96W2Tz+fR0NBgOedercCpNzPfqjVzreNoPezoAW632zUfHDRrA5TBs3pLIDS4aBk+vNeBPCpaM0ubrbL4XjXGx2axHq2OWj0f6sA/u92OaDSqMApCoZBi+aC3txfJZBK9vb26gYy1poavt99rMcJWV1dx6tQpTExMQJIkHDhwQHFf9vT0IBwOay478t4ROvbq6qriWq5G2Eyv/Vqva70myzJWVlYsGx7U/+FwGENDQ8jn85bUcPX2ZXSusVhMU725u7ubPSdo8tbd3Y14PI7GxkZkMpkKEbyNjm/r6enR9YhuJcL4EJiirmMBaF/oWq+Rha8W/DFygasf0plMBoFAoKa8+GpZT8ooLY1oiR653W7NjBSqMaOHy+VSzCQdDkeFV4dSc/UCONXGjfp/UtukQZT3OlHqqV7Wirod/G9ZlhEOhzUH3WKxWBEDQf1st9uZK56W88jlToXZSKGW3qMfPhC2UChAkiQMDg7i1KlTCiOjs7MTY2NjFctV9fX1LFAUWJupptNpNDQ0oLu7GzabDRMTE4qBhwYzdRE9/pyANc9LV1cXm+2T/DddE7RtJBJh5QX07pNyuWwpbodStXkoFqVYLCqMWLvdDr/fX5XOSG9vryLInFLErRhGeveVnmaQFgsLCwgEAqYxOcBadeHdu3cjl8vhV7/6VVWBuGpIAl0PqnXFV6T2+XwsNZm/50+fPs0ySGvJsKmW10OaLSCMD0GNWB2k+/r6kM/nkcvlEIlE2EOiGnd+uVxGsVhk2R5m2Gw29mDWW3+u5hy0oIwHrRmiw+GAx+NRDBx6mR9mx1Ofr9bSQSqVWtdMhtbTtR6mRpWFXS6XbqwJAM16G4TNZtOVuvb5fLrBeABQV1en6+4ulUoKIzWXy+H48ePwer2QJAmhUAhOpxNnzpzRNPpyuZxm4OTCwgIznknTiL7furo6PPHEEzUZx3fccUfNwfm/9mu/ZrqNlvGhx/bt26uWdVdfv6lUCm1tbaaDqFZdIkLPy0FQYUuXy4VoNGo50HV5eRmFQoFljqwHqjirR2NjoyIYOxQKQZIkTE9PY+fOnVhZWUF7ezsAMBmC9aZ4z8zM4F3veleFlDtPKBR63dRaE8aHwBSjYEqz1xYXF1nqbCqVQiwWw9zcXNWu83Q6DYfDoXjA69UMKpfLFcsatQz8Ru0xGmjUD/tAIACb7bVS4tWsT/PZPTSz32hqdf+vJzbD6L31LLtokclkkMlk0NjYuO6aKQAUaZDA2uy/1jiU9WA1C8tKrElTUxOcTifa2tqQy+UUgeW8B0r9m5YZSbfFKJCc2uxwOAyVhPU8Pfw5kSE4OzuLlpYW9mxQB8Kr97VRcTdGxhN5OQcHBwG85iW02+3w+XzYt29fheEyNDS0bq/H2bNnEY1G8dRTT+lu8453vAOtra3rOs5GIYwPwYah9dCIxWI4e/YsRkZG4PV6WZXbY8eOobW1lXkp+HgFI0EuHooqp2NXG0xIrlD6vFHGjrodRttpeSHIe8MvzehppxD8g5TiYGoZ5KpJmdxIaj2m2QBRq7t8PW52IygbY6uxckyrng8axKuNgdCKg6G0cj5DjLxrlMWlNjB7e3sxPj6OQCDA0vL5a8RIn2V6ehrNzc1IpVKGnjhgbQK0Z88ePProo6bnRhVuCf7543K5KmTUCY/Hg4MHD6Kurg7Ly8vo7Ow09c7k83mFWjRBhtWePXsArPUtGW5erxcPPvggM2RuvPFGTa+OJEm45JJL0N/fj0svvdT0vLcKYXwIakLLk0D1C/iblHLak8kk/H4/6uvrmZFA4mEAWJlomiWQvgWf8qp+6BSLRRb/4HQ6mftSPbCRl0KdBVMoFCo8GFbW0c0Gc7Xrn/D7/WwgIO+H3vFkWWYpv/wDvBbM1qfPhedjPfut9Vz0RJ2sfl4Pp9O55caH1+uF2+1mM3C9dutValYzOjpqKW7CCsVi0VR0TG18UHwRxQips134lPRQKKQQHgPWCulZMbJeeukl7Nixw3Q7YE2wTs+LYKSWrG7H0tKSac0oSr0dHBxULDkGg8EKI2dkZASHDx/G8PAwS91/5zvfiUwmo5ly/L73vQ+333675eyorUIYHwJTtB6sWoOrXuGnUCiEVCrF6qzwyw51dXXYtWuXbiZMS0uL7vIKfzN5vV42uOgNMtQGYM1Q0tKpsNls8Pv9bICjY6hryBBaacRGD3uPx8MCLp1OJxwOh8J7w0NBk1RYzuv1Mm0Den8jMPO+6LEeobBaM1aA2pRnrezX7PN6kHG8VTQ2NiIWi+HYsWNob29nyxh0bTscDnR3dyOVSsFmsyGRSCjUVvn2UlBwJpOB2+2Gz+djgbx6Sy1G72kFp2tBwa2kEksxFKdOncK2bdsqjA9KTwWgmcqbTqfR1dVlqD5K5HI5VoldnclDf1O/6GHknaPrk7ZJJpNoamoy1SIZHx9HOBzGwMAAyuWy7vLj4cOH4fP5EAwGsWfPHjQ1NWFiYgIPPvig5vZWY+W2GmF8CGpCPQCYeQwaGhoQiUQqAgmXl5fx1FNPIRKJYHR0tOImMbrJqx18KTOCPquXQqsu0GaE3++3vC0ZO2SA8J9zu93I5/MoFAqmA5nb7a7QPKAZkMfjYR4leniR0UWvrayssPV66m++n3l1VMoY0YOXfAcqH+I00KmXjGRZZoYbX+eFDFSjGX2tng8rD+BaDDqrqbYbBQXrGi0x+P1+PPHEE5b299u//dvYu3cv2zddCySYRWnc9Jteo+uJv7bod319vWH8gc1mU7SfJMGbm5uRyWTQ39/P7sPx8XF0dXWxfXs8HlYXiv9ObTYb2tvbTQf5RCJRUdiN3w9dQ+pquTxmQoiAUlTNqqJwPB5HNBrF+Pi4YVxZd3c3VldXWTFMPcMDWAuW1kqxP9cI40NgitaNpp7d6yl10nuzs7MVrlJiaGgI0WhU8+ZYWVmBz+czDXCldFN+2cXIA0HbuVwuuN3uiswUq1RzQ/M1QdQPFlJIVKfh6bVd6zVKR621IqyaSCRiWH8lGo3qervUFItFw21pYGlqasKRI0eY/gal+fKDnN6P3W5nSp5qWltbEQqF4PV6K4IRebErEofigy1pO764Hs3wXS4XmpubLfWBGr/fb1oIT6+vNpJ8Ps8CwckrtxEYCVlp3WNdXV3w+/1YXV1FqVTC4uIiEokEwuGwwqNhlE1DKatGmAXQ03ds9BwwMzgHBwchyzL8fj/K5TLcbjdaW1tZnBcZ3PyEgDw6p06dwsDAAKampliMnBoKeq6vr9f1DBP33nsvAoEAurq6IEkSent7N1zwrhaE8SEwxUq2h5Flb1b/w2i2mkwmMTc3p1mkkP8ceQL8fj8bvN1uNxtU9KLw+VosRDVy4zabTRFgahRXQEtOZsWv1JLXZkiSxNbrnU4n6uvrmQcln8/XrOq5lXEMZDzlcrmqdCZ4duzYobl819TUBL/fj/3798PtdlcYZ+FwGH19fUxynMqgW+Gyyy7DL37xi5rau2fPHjz88MOm28ViMQwNDSGbzSIajWJhYQEvvfSS4Weq8cbce++9uPPOOze8mq8RWs+UbDbL4r140a1gMKgYhI2MLytxH2Z9Y2USYmYAnj59WvEs6OvrY8Z3Y2NjRV8PDg4qrrlXX32V1cQyYmlpyVR+PZfLsarzDocDH/jAB3DLLbcYfmYrEMaHwBRZljEyMsIsdVmWmUuR3HkU/MZHtFNqKGV56A2mZtWP9eTItfbHPxT0Bl2zgNFqUEu8k+HCGztWAkZ5USoqKGfVg0HF6tLpdIUrPhKJ1DyoWOmjpqYmXY/WZh1TD7/fz7wWfLolAOYR0fLQxeNx5PN57NixA7Ozs1V5IwqFAnbv3s3+1xqUisUiW9bgKZVKWFpa0t23zWbDrl27kEgk8NRTT6G+vh4+nw/PP/88AoGAoYx5tZojwWBww79Lu91eEYDO3wuk18F7Le12O+bn5xGNRpFKpTAwMFBRZM/oPpqbm8Pg4CDS6XSFd4vaoVVrRQtJkhCLxRRLgeSN8/v9SCQSzLin5xwZ0TabjS1/0lIVofW9ORwOhEIhdv9Te8PhsKEBcvPNN5tOLgKBALxeL+bn51EqlUwzgrYKYXwITCmXyxXaBjyXXHKJpWJULpcLF110ERYWFthN7HK52DpnuVyuKNDk9/vh8/mYaBdh5B7mHzh6729WgKCeweBwONYdj6CHkRDYejDro8XFRUuVWoG1JZr6+nrYbDacPHnSUuZJtSwuLhqKkwGVs1lJkjA8PIzJyUl0dnaipaWlqmtjcXHRtDbI9ddfr/m60Xd+4403olAo4Pnnn2eDxezsLJaWljA4OIhsNmtofFR7ff/7v/87fuu3fqtm42NkZIRlqPFYFQDr6+tjM/9gMMieA4uLixUxPkbGRyaTwerqKpaWlnSvsUAggN7eXthsNszOzur2YyQSwauvvlphzNLx7Xa7IgaGgsedTicaGxuxb98+VtuF75d0Ol2R/ULP11gsxr6DhYUFjIyMIJ1Oa3p0rr32Whw+fFihMKvmTW96E97znvcwddWTJ09i165duttvJcL4EJhi5qa0un5I3g/1zT4zM4Ph4WHMz89XfOaqq65CMpnUfEA0NDRUvJZMJlnQJQXFEZQtYrOt1WWgGgsul0vxgNuMwKz1Gju8VLP64evxeHQfoKlUCtFo1HTpS42ZBglhta9o9qZVg4ZnPUs9Zp8Nh8OIxWKKvsjlckgkEujo6EChUMDCwgISiQT8fr8lz5OVa79YLOKqq67Cs88+q3jd7XbjiiuuAADFjFmWZaTTaU0diUKhgMOHD6O+vh5DQ0NMZ4MvVkYz8GpRBzFXgyRJFRoTvEaGGTabDdu2bcPExAQaGxtx/PhxdHR0wOVyoaurixkUgPnzaHp6Gv39/RWFLwn+eULGMxkS5LmlOCCja0BP9I/SoPnrUf18icVimpoqWhlvfX19OHnypMLDcfnll+PZZ5819HoEAgH89m//Ntra2gCsxYdYiYnZKoTxITDFygDjcrng9XpRKBSQz+c1MxJ27NihuwSg97C0Ogiq90XBiTz0YFFDAl6EJEnwer2WvAnUbrfbXfEgMvPA8NBSlcPhYJkvpJRI7lufz4dyuYxcLqeoPGom5lVrNkY1A5jVwXqzBLn4oFE9mpqaKgJSPR4PvF4vpqam2GBTKBTQ1dVladZupW+ffvppXHrppbjqqquY2BawNkt/7LHHFNu2t7drGuFqlpaWsLy8jI6ODs3gy1qMj1KppDByjQgGgxgZGWGxSVrHczqd6O/vZ+2Znp5GfX09q32USCTYLJ/e7+zshMPhQH19vULAjMrWUw2itrY2FItF1p/8dVUul7G0tGSpmGVrayu8Xi+SySQzvmhCUut9Y7fbK7wuaoM7HA5rGh9az4rDhw9jdHSUeWGANYkCs+WWtrY2NDU1Vdv8LUMYHwJLDA0NsWwKmlnxaoVdXV2KtdlwOIyenh7F7GN5eVkxoLtcLvT19UGWZd01aiPjQ/06aXfQMfjsCHUlWB4tUTKrZe/5TAhaqy0WiyzKPZPJWIox4V27ZMSQyBjFc1BQr1ohslQqoaGhAaurqyyyPpVKwel0ss9W6/3Q0i/RolAooL29Hel0GnV1dYjH44ZryjabDY2NjWzGSTFDdKxwOIxQKFT1LNzhcJgGG5ZKJbS1tSke+tlsFidOnMC2bdtY1oHH44Hb7UZLSwvcbjdza0ciEYU0tSzLmkUEtZiZmdGtikv4/f6qlqNkWdaNX6hFzfXJJ5/EbbfdhmKxiKefftpwW7/fjxdffNGwvcViEcePH2f/U3ooGUs9PT1wOp1sQkBGtpbHolQqMSPBbrdbCkru6+szNT5Onz5d8Vyg51GtRrIsywiFQlhdXWXLMmpDxur3w8csOZ1Odo0///zz6O7uNuyHEydO4IknnsCePXted2m2gDA+BBZ55ZVXFAMEf8POzs5i+/btiu3b2toqbl6118HtdpvO8oxmH+rBkdLW6Mbmj0cBbVb2Q5/lpdeNtgVQccxSqaTpmSCPBT9T03owSJKEXC7HCr6R8FmhUEAmk4HP52PrxtlsFm63G5IkYWZmBoFAgPXDysoKcrkcXC4XwuEwe4BZGdytPHxTqRQrbGeWngisGQkHDhzQjS2or6/HFVdcgYceesj02Or9ms0ET548iVgsVvF6Lpdja+6yLCtiF3K5HEZHR3HixAkEg8EKz4lVN7aVh39ra2vVtWdOnTqlqZ5Zy8CZTqdx7733orW1FW95y1sM06zdbje8Xi8mJycNY0941APl2NgYtm3bxu4ZPu5DDU14IpGIaXYHMTs7qxlE29LSwvrH6BxrhSYQfKBoqVRCe3s7O24ymcS2bduQSqUUBnggEFC0l79uSqUSenp6MDY2hsXFRfT19cFut+sataVSCV/72tdQKBRw0003bbkejRnC+BBYwkwHg7+wvV4vJiYmWDlzCgKsVpiMjqsHeQUo44QybKpFy6AgT4zZgMan2bpcLhY0y+9bHSirHhho0KZlFfpMoVBga8fq5SrajtKJ+boWWkqQ9DAMBAKGA1NdXR37vFmaHxEMBuFyuSzXBTE6/iWXXFJ1fIrNZkNXV5el45sZATabreI7P3ToEOx2u+ag53A40NXVxbxWdC2q+86s6rDdbtfNshkaGsLk5KSu1olWf61naWthYQFTU1N45plnTLft7u7WNT5KpRI6OztRKpV0v5uTJ0/C6/Wir68PL7/8suY2TqeTBaQXi0XLmTz5fB5er5d5MWlyUm39mmoh/ReepaUlzcwm9XKhlnFMqIUJf/WrX+Hqq6+G3+/H2NiY4hqkazifz+Pb3/42RkZG0NHRsd5T21CE8SGoGi3jg3+oNzc34+zZs2yGPzo6ikKhUOGC9Hg8pvUkKI2Xv7GA10pa04DrcrmqqhZrBVmWTWM/KJXO5XIxF7TH42HLMNQmGjR4Q4ekrMkoS6VSLFWXr2arRpIkpNNpxflGIhHWF+l0umLw8Xq98Hg8cDqdFV6P+vp6ZvAUi0WMj48jGAxaTjl1Op2GAmKUUgnAtMbFQw89hHe84x3I5XJYXFzUzKIiMba6ujr09vYCWOsTs6wT+my1DA4O6i6dybJcoZa5c+dOhdeN7gO99mzfvh2pVEo3xsRms1n2LtD26zE+mpub4XA4EAwGTdMy/X6/rveSvjuzpSmqOqznVYxEIoq4FqupsoVCAeFwuEKqfbOpRk00Go0qJhYrKyuIxWIs6FVtxMzNzWF4eBgnTpxAoVDA3r174fF40N7erkhbTiQSCk/TmTNnhPEhOD/hbyYz1zofL7GysoJoNFohedze3q45uFFqLQWSnThxosI1SkJE119/PXK5HAqFQlWiXGrUn6OKnFagAFvywtBSCaDsJz4Yjkc9y06lUmzJBVhzb6tn0VTLgzdc+HPQ8v64XC5MTEygs7OzYuYoyzJmZmYURpZZajC/X4fDgebmZszMzCjes9lsCIVCWF5etiz1DQA//elP4XK5sHv3biwvLyORSLDBfHR0FJIk4cyZMzhz5gwOHjzIPmc2yJHmxMDAAGw2G5aWlnQHzoaGBjQ2NkKWZZw9e1Z3ENYaZNQzePWSJOF0OtHR0WGaHlwtZhlFZoyPj2N8fByXXXYZ7Ha7oaCZlaDsjXb3W82uI0/JVmNUlwWAwoMWjUaRyWSY+GA+n1cYI+qAUVmWcfToUfT29jLjjuKWCLvdjssvv5x5UYLBILq6ujbk3DYSYXwILMHHUtTX11cEcvEDldoDoXUjRqNRzbiDxsZGxYCgtSZL0fWJRILNDorFIhM6s9lsVeleaA2yFNNCrlo9yJig4/EBp+oZvs1mQy6XYwMWP3BRNgsF3VHcAVUD5tuYTqexsrKCxsZGZpjE43FFkCtPOBzGysqK7oM4mUxWDFZWA06DwaCu18PtduP555+3LMFOUEbP8vIy4vE4duzYgYMHD2L37t2YnZ3VrGNB9UToPMjTxHvbUqmUYgZ98cUXs5oiADA5OcmMjIaGBkNtG8LKDDefz+PEiRNsmZGu087OTkvX6cTERFWqq6VSCZFIhImfeb3eqmNoAOCFF17AddddZ7hNoVBALBZj94Esy5rLQGpZe/XfRqj7+PTp0+js7LQUH7Mew6fWyYyR8TE0NKS4rsjz29vbq2k86xmRMzMz6O3t1Yz3KJfLLO15YGAAH/rQhyzHyWwlwvgQWGJoaIip72ktb/A3qtfrBbA2SwWUsR4U0JfP55k7PhgMsgfM3NycpQe60+lUVMqlImg0AJMoGa8cqodWDAZhVYpZ/X8qlVJ4dngjSYtMJsOEiijIdHl5GX6/nxl6gUCg4sHOZwtQto26yqrNZkMgEEA8HmdFuijoNBQKaXpXSMVRr99SqRTy+Tyy2SyampqQy+UUmT90rVTr/pckCT6fD9dccw3OnDmDeDwOWZZxzTXX4MSJE7pLKw6Ho2r3+uzsrMIjd9FFF7G2W81isQLJ3BN0/7S1teHMmTOIxWLMyOWvNz6uo5paHLIsY+/evcyAvuaaa2pq9549e0yXeyYmJtDX14dTp06hp6cH09PTFUsFNpvNdHm1muuEluQaGhoU/UV/U59FIhHE43G23ECeOKr2y7eP/vf5fCxDzePx4E1vepNmG/iUZK2MvHw+j5GRkYrPOZ1OzSwVvaDR4eFhxf8tLS248847MTo6isXFRXz+8583NGD/6q/+6nVpeADC+BBY5NixY8jlcti+fbvm2rTH40F3dzebMff09GB5eVkxWFK0uizLWFhYQDabhcfjQSgUQn19veHauBqHw6GZOhsIBDTrmRjdgHoGBH8svUBWChZ1u92QZZmdA3kvyPDyeDwsK4TaRjM/yhQh1ysvx5xOp9nDTZ3WOD8/z7wfTqezYtmDhyTsi8UiTp48ibq6OrhcLqRSKc0ZZLlcxtGjR3XPe2RkBPl8Hh6Ph2WA0Hk3Nzfj0Ucf1dQ7MGN4eBhHjx7FE088waL+Z2Zm8Nxzz8HhcGBoaEgzFdPIsNND/T3zSzj9/f0sY4uWAPlyAXoCU9VAXjIrnqGuri4MDQ1ptpuuNf6a5we35eVl5sE4ffq0ocfA4/FgaGiIyYM/9dRT2LVrlyJlVr29w+FAX18f81KqM4AcDoep8WGElmFCWVZ6tLa2Ynp6umJZjR/4KW5seHiYxWlkMhkWw2Pk+WptbWWBq83NzRWGb0dHh24/axkleqiNpLvvvpstp3R2duIP/uAP8JWvfEXzs42NjTUXPdwKhPEhsAQ9AI4ePYqRkZGKIDt1gBMApqwHrFnshUIBs7OzFQ+TqakpXHLJJVW1p9o1bQoe1TJu1HVA9JQJ9fZLnyOvDkWbl8tlJres96CkFMJcLodcLge73a5YaiItB/JMkJYGtbFQKCAQCFjWuCASiYRhmqEVbZJIJKJYfuPd6LUG/66urlZcR7yxq9eP1V4PkUjE8Ls9fvw4QqFQRZpmMBhkBlVPTw+OHTtm2Fc7duzQLT0wMzNjSdSro6MDkiRV1Djh6e7uVgx2fLDykSNH2P166623suuA/77o+o/FYvjZz37GDLmRkRGF4UHePF5qvFgsKpaz1M8GqwGiGwVluJil8TscDhSLRSQSCWYAWjUM1BltahYXF+HxeBCLxZgHke7ZWjLygDVjQp0Nc+ONN2Lv3r144YUXKrZvb2+v6ThbhTA+BFVRLBZx4MABXH755YjH42zJw+l0YmBggLm/V1ZWkM/nEY1GEQqFMDExwdyDnZ2dbDZJgy9JG1OpaTP03NB6gwCt5QeDwaoHRtIIyeVyzC3rdruRzWYVwbH5fF4xA9VyWavTbum1ZDKp2y4+WDWdTrNj02uZTMY0JZhP87OiemimLJtMJiFJkuYDvtq18mg0yh6qZm5+vWuj2hLhqVTKsKibHrx35ezZs6irq2NxOlrkcjldt/j8/DzLeDLC7/ebxnuoM6P0vEBmFXgbGxsVn1V7rqLRqMJTUywWceLECcPzSCaTCAQCsNlsuoG7drudLaPw6cTkAezv74fdbmcxUxQfBbx2TdDvajOfgsEghoaGsLi4iGw2yzwhABS/1UvLbrebZeMFAgGcPn2a9V2xWEQ2m9Wsu8IvpVAasZWaOj09PRWv2Ww2/Nmf/Rn++q//usKDdtttt5nu81wijA9BTeRyOc11yubmZnR2dqKzsxNutxtHjhypWA5YWVmpmKnzLm+Xy4X29nZIksRUPsnIoYBSiitRwz8gnE5nhbgYZaWQMWFloCTtB0mS2EOI0j35wZLaR/Loeu2jeAL67OrqKjtPeiDy7TJKd0wkEpAkCeFwGOFw2PQhRlUyzVIozQzAasWwjGhoaMDPf/5zAGvespaWFthsNvj9fjbrDgQCaG9v1x3IHQ4HBgcH2fdTKBSQy+WQzWaRTqc1M3zM0BpMeYOsUChgbm5ONziXqqsaUW31WT14j5BViXQt1Eac+jrQu66NjifLa/WcjDwgxWLRcNlw27ZtCo9KV1cXxsbGNLfdvn07W6Iikskkzp49WxFTA6x5c30+H6slY8Vw6ezsrDAsurq62Gta1wNlW5GX7qqrrsIHP/hBlq589uxZHDt2DPfdd59iaZa48847NdsSCoVw99134+/+7u9w5swZ1NXV4e1vfzurG/R6RRgfgg3D7/fD7/cjHo8byhqbrc1T6qzH49FdGnA4HIhEIrr7oOUOo9ltJBKxvG5fKBQU22oV7yqXy0gmkyz91OfzKQZ5EgRTD0j0cNYzhoLBYEXQLg8t2dTV1RmeQzgcRjabXVcBsc2GF4AKBALo6emBw+HA1NSUrggVsGb47d+/X/d9euhTjI6V+BAtA6ynp0cxOweUywz19fVoampi6ctmfd3a2spm+bIsK4J1Kd3Z6/WipaWFxZ0kEgnF9RAOhxVGgZmWihFq42NxcVEhd69XG8kKRp40M2NQHfhtdMx8Pl8RF2S325kQHi2/8t4TqhxbizeMp6GhgdXIoecAtZWqdDscDvT39+PDH/4wm4g0NjaisbERF198MSRJwoMPPqgwagcHB1kAvxaxWAxf/vKXUSqVKgJ+X68I40OwIVDg6NmzZw2rWZL3wAyXy2UYk6DnZne5XCzLwkw62arXQx1nQEWu9B7w9Ho+n2fZKOQV0Zu56+mU2O12ywJTZufr9Xp1C/upWU8tiGrTG/W+h+7ubiQSiQqNmFqOSd4QYK2vrQqoqdEKdr344otZDITP50MikbBcSt7s3Hw+H0KhkMKlTqrB9B21t7crDKBqjY/e3l5m8KiNi0Qigc7OTjQ2NuLMmTO6nppt27ZhZmbGtApsrajvAa3r0+fzobOzU3MpkNK3jfZBNZ20+sEKvCckGAwa3mtGmWDXXXcdvvOd7yhe6+7uNj2+Vg2Z1zPC+BDUhNasf3FxUeFW1MLj8ZjGJwAwfQDwN1kwGGTLKysrK5bT9qxs53a7Kx5avEFhtn86By39DR69AbhUKilmaHrbUuS+EdU8/K0aH6RZQd8piXddfPHFFXUp9DwXRkYgGWVm7anmoWtmePj9fjQ0NJgWgiMOHDigaJ/T6URnZyckSWKKsaRYyR8jEAhgeXnZ0FBoaWmpyLo4duwYizkoFAoVS2jVBt9KkqRY9lRDga6XXnqppiCaLMs4fPgwOjs7DY2PWnUzADDlX0Lremhra8ORI0csH0e9j8nJSXR1dW2JMFmxWMSTTz6Jm2++ueK9SCRSsXT21re+ddPbtNUI40NQE1p57d3d3ZienjYM/nO5XJaNDyNosHE6nYqU1mqwYnw4nU7DirtGVPOw1WuLmTHHf95utzPNDa3Uxnw+D7/fbzhAVEswGMTevXtNz9XIZawHDXqjo6MVGRRqqgk4Ncvkcbvdmh4OLfjlF6JYLCoydtxuN0tJbW9vRz6fx+nTp1msj1lbtSBJcuC1eBcyDKoNvrWy1EAFCY3uGTPjtpplF0rL93g8CAaDuhlDPOl0uqp7Tuv+dTqdCAQCrOCb1fbSa52dnUxrqKWlRfOzdP09++yzuPrqqytkAF566SVFX/b29louYHg+IYwPgSW6u7tRKBTYw7Curo6J99DstL29HQ6HA/X19cjn82wtmwZGm82GcDhc8ZCg9/n0vWAwyB6iWjd6IBBAc3MzSxM0C5TjoYBRevAbbUvGDQ+pqfKuU/WARrEF6gecehuC6tdobUvZRPzrWllBpM1gs9lQX1+PZDJZoYzKC7oZ4XK5FA9FLVVWasvg4CAmJiYU2/DCTU6nE263mwWEFotFNpBRxV6KceCPR25kt9uNcDhcsX9eVCoSibBYC3WGglpwjQKO1fsggsEge1+9jVq4jtqoPoa6DXRtLy0tseub7ie+jer+1ZJK52NEgDWhr5aWFhZj4PF4KkT26BzU5wKsLTfs2LGDpcvy9ZP470GSJNTX10MN3YMej4cVJlTfF2REqycJ9J7X60U4HIbD4UBrayvi8Tjm5+eRz+cRj8chSRK7D8vlMtxuN9PH4fuKXiMNFX6io/6O7HY7fD4fu0/L5TKcTidb4qG4Mf47am9vx9jYGBNTI6XVQqGA3t5enDhxgn2G+oH/fuvr69HY2MiM6f/1v/4X7r77bnbtr6ys4F//9V8VfXTDDTdU9PmFgDA+BJb453/+53PdBMEGYNWlbFafgqCHuNVlGt4g4H/+4A/+wNLnBQKr/MM//AOTGddCK56KX96hQG4eynwDwGJxaBsyOIzuMa/XqxDlO3ToEH7wgx/gd37nd2Cz2fDTn/5UESvS2tp6QS65AML4EAjeUKyn4NhGwM+4BYLN5Morr8Tp06dZ+jnvOVtv8T3ytvHLa2bLebIsK7K5aNsf/ehH6O3txTXXXIPnnnuOvV9XV4f/+T//Z4Xn9ULh/AmNFQgEAoHAIi0tLRVl5AcHB1lc1NzcXIX2CC1XRaNRTYVQMmAGBwcrlHjHx8fR2NiI+vp6BIPBirosJEimBRkYv/Ebv4HOzk5ceuml+PznP69QJb7QEJ4PgUAgEFxw9Pb24rbbbsMLL7zAtDUmJiaYZkmhUEBfX59mcPHCwgKCwSATBgNeK/7W39+vWfdFa5lGjdZS5k033YSLL74YALBnzx7s2bOnuhM9TxHGh0AgEAguSCjry+12s1gLHvUyCdVmAtaUhfk05p6eHni9Xhw8eBB+v58JxJGGDAW6kljc6uoqdu7ciWw2C4fDgXQ6XZG+vXPnTnzwgx/c4LM+PxDGh0AgEAguSJaWluByuXSDp7UkA/QYGxuDJEnI5XKQJKmi0u/AwABmZ2fR2tqKqakpxONx+P1+wzRx0nk5X1RJNxIR8yEQCASCC5Kbb74Zf/d3f4errrqKSQHwqFVIrdbaURszHo8Hk5OTWF5exqFDh2C32zE6Oso0dcLhMEZHRzE8PKwo7Dg+Po5vfOMbtZzaeY/wfAgEAoHggsTtdqOnpwd/9Ed/BGBNAv1zn/scqz0Vj8fR3d2NhYUFVjWaRAuNRNF4I8br9aKurk4hlb+4uIhYLIaVlRVEIhGsrKwgHo8DqJRKf+CBB7Bz507s3r17o077vEB4PgQCgUDwhqCrqwu33nor+5/EAFdXV5FOpxGLxZDJZFj5BJfLxcTbHA4Hjh8/DqfTidXVVQQCAaZmqlfUMZFIVKgNnz59GoODg4rX/vVf/3VLZN1fTwjPh0AgEAjesHR2dqKlpYWlwlJgarFYNDQI+PgQq/WkiGPHjmFgYIAV6ysUCudVUbiN4I11tgKBQCB4w7K0tISf/exnitdKpRIee+wxPProo5ZjPjaCV199FV1dXQDWUmzfaMaH8HwIBAKB4A3BwsKCopBeOByu2mtRKz6fDx/84AdRV1eH5eVlVgjwiiuuwJ133rklbXg9IYwPgUAgELwhoLTXSy65BMFgEG63G48++ih732azYdu2bSgWi6yyLNUfotIAhUKBBZyS4eJ2uxGLxRR1jtxuN9rb2+F0OmG327F9+3ZFUOkbLcBUjTA+BAKBQPCG4Pbbb2eZJ4888kjF+7Is4+TJkxWvu91uzSUZh8OBfD6vyHQh+DouADA1NYWbbroJnZ2d6ziDC4c31iKTQCAQCN6wlEolFAoFhbeDp9qih9XEaWQyGXz4wx/G9773PRQKhaqOcyEiPB8CgUAgeEOwf//+ioBTK+hVq63WWCmVSrj33nuxf/9+/NZv/Rba29tZps0bDWF8CAQCgeCCRZZlHDt2DEePHsW+ffs2dN+1ZqicOHECn/70pwEAn/rUp1hhuTcSwvgQCAQCwQXL7OwsvvCFLyiyXACwInBW0PNM9Pb2olQqsX3RdjabDa+88gqANQXUTCZT8Vmfz4dMJsOUT99oCONDIBAIBBcksixj7969FYYHvbdezpw5g46ODkXF3EAggG9+85sol8uQJAkulwuTk5N49NFH8dJLL8Fut+OSSy7Bb/zGbyCVSiEcDq+7HecjwvgQCAQCwQVHuVzGvn37MDY2ZvkzsiwzSXVKkaWlFb/fzwyWrq4utt/Z2VmWZhuNRnHy5Ek88cQTuOWWW9h+29ra8N73vhfvfe97Fcdzu93rPc3zFmF8CAQCgeCCoVAoYN++fTh16hR+8pOfVK1amsvldD8jyzJGR0dx7NgxVrGWZ2FhAbFYDPfddx9effVV/P7v/z78fn9N53GhI4wPgUAgEFwQnDx5Evfffz+eeOIJ9prNZsOePXs0dT3UGC3FtLW1IRwO49ChQ/B4PLqfJ32PqakpvPjii/iTP/kTXHnllVWeyYWPMD4EAoFAcF5TKBRw6NAhPPvss5BlGW9605sArC2VTExMIJvNWtqPlvHR3t6OQCCAeDzOYjtkWUZfX1/F9rIsw+12Y2xsDJlMBktLS/j0pz+NW2+9Fe9+97sRjUbXeaYXDsL4EAgEAsF5zSOPPIJ9+/Yhm83ihRdeqHj/8ssvt7Qf3phobm5GuVzGxMRExXZ2u53VZtGip6cHk5OTTEzsF7/4BR577DF89KMfxaWXXmqpLRc6wvgQCAQCwXnNL37xC5w4cWJD9+n3+3X3WSwWDT87NjaG/v5+5HI5BINBZtTce++9aGpqQnt7+4a29XxEGB8CgUAgOK+hInB6OBwOXHvttYrXwuGwptrp8PAwbDYbnE4nRkdH2eu8jocsyzh48KDhMY8fP46mpiYkEgmsrKyw1x9//HH8zu/8jtkpXfAI40MgEAgE5yUrKyu45557DNNpt2/fjiNHjmB1dZW95nK5cMstt7DYEBIJ8/v9eOyxx0yPa1UOfXZ2tuI1r9dr6bMXOsL4EAgEAsF5xSuvvIKjR4/iG9/4Bpqbm3W3GxgYwOHDhxWvybKM7u5u/PjHP67Yfnh42PC4TU1NqKurY16QiYkJhVFjhN1ux549exT6H29khPEhEAgEgvOGU6dO4UMf+hDK5TIAfS/EyMiIphbH0NCQ6ZKJHvX19Qo104GBASYUJssyOjs7MT4+ztoGAN3d3di5cyeuvPJKdHZ21nTcCxFhfAgEAoHgvOCXv/wlvvOd7ygGdy3jo7m5GW63GzabTeHNcDgcNRseWqRSKczNzbH/W1pasLi4CAAIhUL45Cc/iaGhoQ073oWEMD4EAoFAcF7wwgsvYGZmxnS7uro6zZTbkZERlv6qhZbOR2dnJ3vd5XIZHpf//Nve9jZheBggjA+BQCAQvO752te+hoceeqji9YaGBgQCATbw22w2zZopXq8XZ8+ereqY0WgUx48fZ/9fdNFFaGhoYDEfgUAAgUAAyWSy4rOtra1VHeuNhr2aje+55x7s2LEDoVAIoVAIV199NX7xi18ottm7dy9uuOEG+P1+hEIhXHfddZrlhAUCgUAgsEIymcTevXs135uZmcGRI0dw9OhRHD16FEeOHNEcc/r6+pBIJAyPI8syent70dvbi23btlXUeCmXy5iensbMzAymp6fxyiuvoKuri70/NzeH7u5utLa2IhaL1XCmbxyq8ny0t7fj85//PPr7+yHLMr773e/izjvvxL59+zA6Ooq9e/filltuwV133YWvfOUrcDqdePnll1lVQIFAIBAIquVLX/qSptIooIz5cLvdaGxsrMhw6enpwauvvmp6nHK5rLvd8PCw6USaT61ta2szPd4bmaqMjzvuuEPx/2c+8xncc889ePbZZzE6Ooo///M/x4c+9CF87GMfY9sMDg5uTEsFAoFA8IZjfn4ezz77rKVt29raNI0Ut9tddXVbNXa7HadOnap4XSvgdWRkBHV1des63oVOzS6JUqmE//iP/0AqlcLVV1+Nubk5/OpXv0IsFsM111yDpqYmXH/99XjqqacM95PL5ZBIJBQ/AoFAIBAkk0l8+MMf1kyZ1UIv7dbq0r+ReJhVYbFAIICPfvSjlrZ9I1N1wOnBgwdx9dVXI5vNIhAI4L777sPIyAizTP/2b/8WX/ziF7Fr1y5873vfw1ve8ha88sor6O/v19zf5z73OXzqU59a31kIBAKB4IJjcnISb3vb22C32xU/NpsNNpsNdrsdkiSxAFC32w1Zliu2dTqdbHv6zf8Aa8aFw+Fgx+a3p/fUn+f/BtZiRiRJQigUOif9dT5hk7VyiwzI5/MYHx9HPB7Hvffei29+85t4/PHHsbKygt27d+Ouu+7CZz/7Wbb9jh078La3vQ2f+9znNPeXy+UU7rBEIoGOjg7E43HxBQoEAoFAcJ6QSCQQDoctjd9Vez7cbjf6+voAAJdeeimef/55fPnLX2ZxHiMjI4rth4eHMT4+rrs/SZIgSVK1zRAIBAKBQHCesu40lHK5jFwux9KLjh07pnj/1VdfVaQiCQQCgUAgeGNTlefjrrvuwq233orOzk6srq7i+9//Ph577DE88MADsNls+MhHPoJPfvKT2LlzJ3bt2oXvfve7OHr0KO69997Nar9AIBAIBILzjKqMj7m5Obzvfe/D9PQ0wuEwduzYgQceeAA33XQTAODP/uzPkM1m8ed//udYWlrCzp078eCDD2Lbtm2b0niBQCAQCATnH1UHnG421QSsCAQCgUAgeH1QzfgtpEcFAoFAIBBsKcL4EAgEAoFAsKUI40MgEAgEAsGWIowPgUAgEAgEW4owPgQCgUAgEGwpwvgQCAQCgUCwpQjjQyAQCAQCwZYijA+BQCAQCARbijA+BAKBQCAQbClVV7XdbEhwNZFInOOWCAQCgUAgsAqN21aE0193xsfq6ioAoKOj4xy3RCAQCAQCQbWsrq4iHA4bbvO6q+1SLpcxNTWFYDAIm81W8X4ikUBHRwcmJibe8LVfRF8oEf3xGqIvlIj+eA3RF0pEf7zGevtClmWsrq6itbUVdrtxVMfrzvNht9vR3t5uul0oFHrDXyiE6Asloj9eQ/SFEtEfryH6Qonoj9dYT1+YeTwIEXAqEAgEAoFgSxHGh0AgEAgEgi3lvDM+JEnCJz/5SUiSdK6bcs4RfaFE9MdriL5QIvrjNURfKBH98Rpb2Revu4BTgUAgEAgEFzbnnedDIBAIBALB+Y0wPgQCgUAgEGwpwvgQCAQCgUCwpQjjQyAQCAQCwZZy3hgfL730Em666SZEIhFEo1H80R/9EZLJZMV23/nOd7Bjxw54PB7EYjH86Z/+6Tlo7eZjpT9sNlvFz3/8x3+coxZvLlavDwBYXFxEe3s7bDYbVlZWtrahW4BZXywuLuKWW25Ba2srJElCR0cHPvjBD16w9ZTM+uPll1/Ge97zHnR0dMDr9WJ4eBhf/vKXz2GLNw8r98mHPvQhXHrppZAkCbt27To3Dd0irPTH+Pg43va2t8Hn8yEWi+EjH/kIisXiOWrx5vHqq6/izjvvRENDA0KhEK699lo8+uijim0efvhhXHPNNQgGg2hubsZHP/rRmvvivDA+pqamcOONN6Kvrw+/+tWv8Mtf/hKHDh3C//f//X+K7f7hH/4BH//4x/Gxj30Mhw4dwkMPPYSbb7753DR6E7HaHwDwb//2b5ienmY/b3/727e8vZtNNf0BAL//+7+PHTt2bG0jtwgrfWG323HnnXfi/vvvx6uvvorvfOc7eOihh/DHf/zH567hm4SV/njxxRcRi8Xw7//+7zh06BA+/vGP46677sJXv/rVc9fwTaCa++T9738/3v3ud299I7cQK/1RKpXwtre9Dfl8Hs888wy++93v4jvf+Q4+8YlPnLuGbxK33347isUiHnnkEbz44ovYuXMnbr/9dszMzABYM9Jvu+023HLLLdi3bx/+8z//E/fffz8+9rGP1XZA+Tzg61//uhyLxeRSqcReO3DggAxAPn78uCzLsry0tCR7vV75oYceOlfN3DKs9IcsyzIA+b777jsHLdxarPaHLMvy1772Nfn666+XH374YRmAvLy8vMWt3Vyq6QueL3/5y3J7e/tWNHFLqbU//uRP/kTes2fPVjRxy6i2Lz75yU/KO3fu3MIWbi1W+uPnP/+5bLfb5ZmZGbbNPffcI4dCITmXy215mzeL+fl5GYD8xBNPsNcSiYQMQH7wwQdlWZblu+66S77ssssUn7v//vtlj8cjJxKJqo95Xng+crkc3G63olCN1+sFADz11FMAgAcffBDlchmTk5MYHh5Ge3s73vWud2FiYuKctHkzsdIfxJ/+6Z+ioaEBV1xxBb797W9bKnV8vmG1Pw4fPoy7774b3/ve90yLHp2vVHNtEFNTU/iv//ovXH/99VvSxq2klv4AgHg8jvr6+k1v31ZSa19cqFjpj7179+Kiiy5CU1MT2+bmm29GIpHAoUOHtrbBm0g0GsXg4CC+973vIZVKoVgs4utf/zpisRguvfRSAGv95fF4FJ/zer3IZrN48cUXqz7mefEEvuGGGzAzM4MvfOELyOfzWF5eZq6e6elpAMCpU6dQLpfx2c9+Fv/4j/+Ie++9F0tLS7jpppuQz+fPZfM3HCv9AQB33303fvjDH+LBBx/Er//6r+NP/uRP8JWvfOVcNXvTsNIfuVwO73nPe/CFL3wBnZ2d57K5m4rVawMA3vOe98Dn86GtrQ2hUAjf/OY3z0WTN5Vq+oN45pln8J//+Z/4oz/6o61s6qZTS19cyFjpj5mZGYXhAYD9T8sRFwI2mw0PPfQQ9u3bh2AwCI/Hg3/4h3/AL3/5S9TV1QFYM7qeeeYZ/OAHP0CpVMLk5CTuvvtuALVdP+fU+PjYxz6mGRTJ/xw9ehSjo6P47ne/i7//+7+Hz+dDc3Mzenp60NTUxKzWcrmMQqGAf/qnf8LNN9+Mq666Cj/4wQ9w/PjxiqCZ1ysb2R8A8Dd/8zfYvXs3Lr74Ynz0ox/FX//1X+MLX/jCOTzD6tjI/rjrrrswPDyM9773vef4rGpjo68NAPjSl76El156CT/96U9x8uRJ/MVf/MU5Orvq2Yz+AIBXXnkFd955Jz75yU/irW996zk4s+rZrL44XxH98RpW+0KWZfzpn/4pYrEYnnzySTz33HN4+9vfjjvuuIMZFm9961vxhS98AX/8x38MSZIwMDCA2267DQBq6q9zKq8+Pz+PxcVFw216e3vhdrvZ/7Ozs/D7/bDZbAiFQviP//gP/OZv/ib+7d/+De9///sxMTGB9vZ2tn1TUxM+/elP4w//8A837Tw2io3sDy1+9rOf4fbbb0c2mz0v6hhsZH/s2rULBw8ehM1mAwDIsoxyuQyHw4GPf/zj+NSnPrWp57JeNvvaeOqpp/CmN70JU1NTaGlp2dC2bwab0R+HDx/Gnj178Ad/8Af4zGc+s2lt32g269r427/9W/zkJz/B/v37N6PZm8ZG9scnPvEJ3H///Yo+GBsbQ29vL1566SVcfPHFm3UaG4LVvnjyySfx1re+FcvLywiFQuy9/v5+/P7v/74iqFSWZUxPT6Ourg6nT5/GyMgInnvuOVx++eVVtc1Z3alsLI2NjWhsbKzqM+Ty+va3vw2Px4ObbroJALB7924AwLFjx5jxsbS0hIWFBXR1dW1gqzePjewPLfbv34+6urrzwvAANrY/fvzjHyOTybDtnn/+ebz//e/Hk08+iW3btm1cozeJzb42yuUygLXlqfOBje6PQ4cO4YYbbsDv/u7vnleGB7D518b5xkb2x9VXX43PfOYzmJubQywWA7AWXxgKhTAyMrKxDd8ErPZFOp0GUOnBsNvt7NlA2Gw2tLa2AgB+8IMfoKOjA5dcckn1jas1Onar+cpXviK/+OKL8rFjx+SvfvWrstfrlb/85S8rtrnzzjvl0dFR+emnn5YPHjwo33777fLIyIicz+fPUas3D7P+uP/+++VvfOMb8sGDB+Xjx4/LX/va12Sfzyd/4hOfOIet3jysXB88jz766AWZ7SLL5n3xs5/9TP72t78tHzx4UB4bG5P/+7//Wx4eHpZ37959Dlu9eZj1x8GDB+XGxkb5ve99rzw9Pc1+5ubmzmGrNwcr98nx48flffv2yR/4wAfkgYEBed++ffK+ffsuqOwOwqw/isWivH37dvmtb32rvH//fvmXv/yl3NjYKN91113nsNUbz/z8vByNRuV3vvOd8v79++Vjx47Jf/VXfyW7XC55//79bLv//b//t3zgwAH5lVdeke+++27Z5XLVnFF53hgf/+N//A+5vr5edrvd8o4dO+Tvfe97FdvE43H5/e9/vxyJROT6+nr5He94hzw+Pn4OWrv5mPXHL37xC3nXrl1yIBCQ/X6/vHPnTvlf/uVfFGllFxJWrg+eC9n4MOuLRx55RL766qvlcDgsezweub+/X/7oRz96QfaFLJv3xyc/+UkZQMVPV1fXuWnwJmLlPrn++us1+2NsbGzrG7zJWOmP06dPy7feeqvs9XrlhoYG+S//8i/lQqFwDlq7uTz//PPyW9/6Vrm+vl4OBoPyVVddJf/85z9XbLNnzx723Ljyyisr3q+GcxrzIRAIBAKB4I3HhRHSKxAIBAKB4LxBGB8CgUAgEAi2FGF8CAQCgUAg2FKE8SEQCAQCgWBLEcaHQCAQCASCLUUYHwKBQCAQCLYUYXwIBAKBQCDYUoTxIRAIBAKBYEsRxodAIBAIBIItRRgfAoFAIBAIthRhfAgEAoFAINhShPEhEAgEAoFgS/n/AWAGyNgQWYzDAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"Here we color-code VTDs by usage in circle districts (darker = underused)\")\n",
    "midGray = 0.8\n",
    "for t in range(nTracts):\n",
    "    if VTDuse[t] > 1.0:\n",
    "        fillPlotColor(tractGeom[t], [min(1, midGray + (VTDuse[t] - 1.0)/1.0*(1. - midGray) ) ]*3 )\n",
    "        #plotPoly(tractCP[t].buffer(0.01 * avgR))\n",
    "        pass\n",
    "    else:\n",
    "        if VTDuse[t] < 1.0:\n",
    "            fillPlotColor(tractGeom[t], [VTDuse[t]*midGray ]*3 )\n",
    "            #plotPoly(tractCP[t].buffer(0.01 * avgR))\n",
    "    if tractArea[t] > 0.01 * stateArea/nDistricts:\n",
    "        plotPolyColorWidth(tractGeom[t],[midGray]*3,0.2) #plotPoly(tractGeom[t],0.2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "5d8f24e4-96f3-4887-b5f3-f5a66bc02966",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "We will now build the county-by-county geometries, hoping there are no islands\n",
      "Building county geom for county 0\n",
      "Building county geom for county 20\n",
      "Building county geom for county 40\n",
      "Building county geom for county 60\n",
      "Building county geom for county 80\n",
      "Building county geom for county 100\n",
      "Here is your original county-base map\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"We will now build the county-by-county geometries\")\n",
    "skipList = list()  #a list of units we previously know to skip in the map\n",
    "isAlteredCounty = [False for c in range(nCounties)]\n",
    "countyTractList = [list() for c in range(nCounties)]\n",
    "countyPop =       [0. for c in range(nCounties)]\n",
    "countyGeom =      [dummyPoly for c in range(nCounties)]\n",
    "for t in range(nTracts):\n",
    "    if t not in skipList:\n",
    "        c = countyNo[t]\n",
    "        countyTractList[c].append(t)\n",
    "        countyPop[c] += tractPop[t]\n",
    "for c in range(nCounties):\n",
    "    if c%20 == 0:\n",
    "        print(\"Building county geom for county\",c)\n",
    "    for t in countyTractList[c]:\n",
    "        if countyGeom[c] == dummyPoly:\n",
    "            countyGeom[c] = tractGeom[t]\n",
    "        else:\n",
    "            countyGeom[c] = countyGeom[c].union(tractGeom[t])\n",
    "MAP = countyGeom[0]\n",
    "for c in range(nCounties):\n",
    "    MAP = MAP.union(countyGeom[c])\n",
    "    if countyGeom[c] == dummyPoly:\n",
    "        print(\"WARNING! county\",c,\"is empty!\")\n",
    "    else:\n",
    "        plotPoly(countyGeom[c])\n",
    "        plotCenter(c,countyGeom[c])\n",
    "print(\"Here is your original county-base map\")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "2d3bcbe8-7e33-4a7d-b6b2-8a0872d00305",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "c = 85\n",
    "for t in countyTractList[c]:\n",
    "    plotPoly(tractGeom[t])\n",
    "    plotCenter(countyTractList[c].index(t),tractCP[t])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "143c6675-8c48-4bf3-9b92-caab6648a3fc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "xL, xR = -90.8, -89.8\n",
    "y0 = 42\n",
    "dy, ySpace = -0.4, -0.5\n",
    "Pollys, nPollys = list(), 5\n",
    "for i in range(nPollys):\n",
    "    pt0 = Point(xL, y0 + i*ySpace)\n",
    "    pt1 = Point(xR, y0 + i*ySpace)\n",
    "    pt2 = translate(pt1,xoff=0, yoff=dy)\n",
    "    pt3 = translate(pt0,xoff=0, yoff=dy)\n",
    "    Pollys.append(Polygon([pt0,pt1,pt2,pt3]) )\n",
    "midGray = 0.8\n",
    "USES = [0.0, 0.5, 1.0, 1.5, 2.0]\n",
    "USEtexts = [\"0.0\",\"0.5\",\"1.0\",\"1.5\",\"2.0\"]\n",
    "GRAYS = list()\n",
    "for USE in USES:\n",
    "    if USE > 1.0:\n",
    "        GRAYS.append ( min(1, midGray + (USE - 1.0)/1.0*(1. - midGray)  ) )\n",
    "    else:\n",
    "        GRAYS.append(USE*midGray )\n",
    "for i,p in enumerate(Pollys):\n",
    "    fillPlotColor(p,[ GRAYS[i] ]*3 )\n",
    "    plotPolyColorWidth(p,\"black\",0.2)\n",
    "    plt.text(p.centroid.x + 0.6,p.centroid.y-0.1,USEtexts[i],fontsize=12)\n",
    "plotPoly(Point(-87,37).buffer(0.1))\n",
    "\n",
    "\n",
    "plotPoly(MAP)\n",
    "for t in [countyTractList[30][3],countyTractList[39][0], countyTractList[85][2]]:\n",
    "    plotPoly(tractCP[t].buffer(HDradius[t]))\n",
    "plt.text(-95.,38.9,\"KC\")\n",
    "plt.text(-90.1,38.6,\"StL\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "5d347e6e-764b-4f7d-8a6e-96bcb9e27ce2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotPoly(MAP)\n",
    "for t in [countyTractList[94][2],countyTractList[110][0],countyTractList[17][0]]:\n",
    "    plotPoly(tractCP[t].buffer(HDradius[t]))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "ca491d35-e9da-4173-8f0b-cea0ada17d10",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Here we color-code VTDs by usage in circle districts (darker = underused)\n",
      "And we draw 3 northern districts that stop at KC\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"Here we color-code VTDs by usage in circle districts (darker = underused)\")\n",
    "print(\"And we draw 3 northern districts that stop at KC\")\n",
    "midGray = 0.8\n",
    "for t in range(nTracts):\n",
    "    if VTDuse[t] > 1.0:\n",
    "        fillPlotColor(tractGeom[t], [min(1, midGray + (VTDuse[t] - 1.0)/1.0*(1. - midGray) ) ]*3 )\n",
    "        #plotPoly(tractCP[t].buffer(0.01 * avgR))\n",
    "        pass\n",
    "    else:\n",
    "        if VTDuse[t] < 1.0:\n",
    "            fillPlotColor(tractGeom[t], [VTDuse[t]*midGray ]*3 )\n",
    "            #plotPoly(tractCP[t].buffer(0.01 * avgR))\n",
    "    if tractArea[t] > 0.01 * stateArea/nDistricts:\n",
    "        plotPolyColorWidth(tractGeom[t],[midGray]*3,0.2) #plotPoly(tractGeom[t],0.2)\n",
    "COLORS = [[0.7,0.8,1],\"orange\",[0.7,1.0,0.7]]\n",
    "for i, t in enumerate([countyTractList[30][3],countyTractList[39][0], countyTractList[85][11]] ):\n",
    "    plotPoly(tractCP[t].buffer(HDradius[t]))\n",
    "    fillPlotColor(tractCP[t].buffer(0.05),COLORS[i])\n",
    "\n",
    "xL, xR = -90.8, -89.8\n",
    "y0 = 42\n",
    "dy, ySpace = -0.4, -0.5\n",
    "Pollys, nPollys = list(), 5\n",
    "for i in range(nPollys):\n",
    "    pt0 = Point(xL, y0 + i*ySpace)\n",
    "    pt1 = Point(xR, y0 + i*ySpace)\n",
    "    pt2 = translate(pt1,xoff=0, yoff=dy)\n",
    "    pt3 = translate(pt0,xoff=0, yoff=dy)\n",
    "    Pollys.append(Polygon([pt0,pt1,pt2,pt3]) )\n",
    "midGray = 0.8\n",
    "USES = [0.0, 0.5, 1.0, 1.5, 2.0]\n",
    "USEtexts = [\"0.0\",\"0.5\",\"1.0\",\"1.5\",\"2.0\"]\n",
    "GRAYS = list()\n",
    "for USE in USES:\n",
    "    if USE > 1.0:\n",
    "        GRAYS.append ( min(1, midGray + (USE - 1.0)/1.0*(1. - midGray)  ) )\n",
    "    else:\n",
    "        GRAYS.append(USE*midGray )\n",
    "for i,p in enumerate(Pollys):\n",
    "    fillPlotColor(p,[ GRAYS[i] ]*3 )\n",
    "    plotPolyColorWidth(p,\"black\",0.2)\n",
    "    plt.text(p.centroid.x + 0.6,p.centroid.y-0.1,USEtexts[i],fontsize=12)\n",
    "plotPoly(Point(-87,37).buffer(0.1))\n",
    "\n",
    "\n",
    "plt.text(-95.,38.9,\"KC\")\n",
    "plt.text(-90.2,38.5,\"StL\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "id": "49c037d5-3503-4f36-af21-053a234fb57f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(tractArea,VTDuse)\n",
    "plt.xlabel(\"VTD area\")\n",
    "plt.ylabel(\"VTD usage across circular districts\")\n",
    "#plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d8966d07-0daf-4e07-90ce-7cd1350aa20f",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.14"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
